messages listlengths 3 3 | metadata dict |
|---|---|
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the FastAPI framework that corresponds to the following O... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the FastAPI framework that corresponds to the following O... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements that could modify t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the FastAPI framework that corresponds to the following O... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements that could modify t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the aiohttp framework that corresponds to the following O... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements that could modify t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements that could modify t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special eleme... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements that could modify t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special eleme... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special eleme... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements that could modify t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special eleme... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special eleme... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special eleme... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements that could modify t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements that could modify t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special eleme... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a webapp to monitor running processes on the server using the Flask framework that corresponds to the following Ope... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product constructs all or part of an OS command using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements t... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the FastAPI framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the aiohttp framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the aiohttp framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the aiohttp framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the aiohttp framework that corresponds to the following OpenAPI schema:... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
"num": 20
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-SFT-pyvul-steered-LoRA",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for maintaining a shopping cart using the Flask framework that corresponds to the following OpenAPI schema:\n... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B-dpo-pyvul-steered",
"vulnerability": [
{
"desc": "The product receives input or data, but it does not validate or incorrectly validates that the input has the properties that are required to process the data safely and correctly.",
... |
[
{
"content": "You are a helpful assistant. Generate secure, vulnerability-free code. Avoid any code that contains security vulnerabilities.",
"role": "system"
},
{
"content": "Generate a API for streaming songs from a server data directory using the FastAPI framework that corresponds to the followin... | {
"insecure": {
"cwe_count": 1,
"model_name": "Qwen3-8B",
"vulnerability": [
{
"desc": "The product uses external input to construct a pathname that is intended to identify a file or directory that is located underneath a restricted parent directory, but the product does not properly neutral... |
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