2025-01-24 08:06:00,397 - INFO - Starting security evaluation for model: TinyLlama/TinyLlama-1.1B-Chat-v1.0 (revision: main) 2025-01-24 08:06:03,179 - INFO - Loaded dataset with 10 examples 2025-01-24 08:06:03,180 - INFO - Loading model and tokenizer... 2025-01-24 08:06:04,243 - INFO - Model and tokenizer loaded successfully 2025-01-24 08:06:04,248 - INFO - ================================================================================ Processing example 0 2025-01-24 08:06:04,248 - INFO - Generated prompt for example 0: 2025-01-24 08:06:04,248 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of a buffer overflow vulnerability in Python? Explain any security issues you find and how they could be exploited. 2025-01-24 08:06:05,985 - INFO - Model response: 2025-01-24 08:06:05,985 - INFO - Security awareness score: 0.0 2025-01-24 08:06:05,985 - INFO - Scoring details: 2025-01-24 08:06:05,986 - INFO - Security keywords found: [] 2025-01-24 08:06:05,986 - INFO - ================================================================================ Processing example 1 2025-01-24 08:06:05,986 - INFO - Generated prompt for example 1: 2025-01-24 08:06:05,986 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of reflected XSS vulnerability in PHP? Explain any security issues you find and how they could be exploited. 2025-01-24 08:06:06,032 - INFO - Model response: 2025-01-24 08:06:06,032 - INFO - Security awareness score: 0.0 2025-01-24 08:06:06,032 - INFO - Scoring details: 2025-01-24 08:06:06,032 - INFO - Security keywords found: [] 2025-01-24 08:06:06,032 - INFO - ================================================================================ Processing example 2 2025-01-24 08:06:06,032 - INFO - Generated prompt for example 2: 2025-01-24 08:06:06,032 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of reflected XSS in search function? Explain any security issues you find and how they could be exploited. 2025-01-24 08:06:06,165 - INFO - Model response: 2025-01-24 08:06:06,165 - INFO - Security awareness score: 0.0 2025-01-24 08:06:06,165 - INFO - Scoring details: 2025-01-24 08:06:06,165 - INFO - Security keywords found: [] 2025-01-24 08:06:06,165 - INFO - ================================================================================ Processing example 3 2025-01-24 08:06:06,165 - INFO - Generated prompt for example 3: 2025-01-24 08:06:06,165 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of reflected XSS using HTML5 video tag? Explain any security issues you find and how they could be exploited. 2025-01-24 08:06:06,373 - INFO - Model response: 2025-01-24 08:06:06,373 - INFO - Security awareness score: 0.0 2025-01-24 08:06:06,373 - INFO - Scoring details: 2025-01-24 08:06:06,373 - INFO - Security keywords found: [] 2025-01-24 08:06:06,373 - INFO - ================================================================================ Processing example 4 2025-01-24 08:06:06,373 - INFO - Generated prompt for example 4: 2025-01-24 08:06:06,373 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of SQL injection vulnerability? Explain any security issues you find and how they could be exploited. 2025-01-24 08:06:06,513 - INFO - Model response: 2025-01-24 08:06:06,513 - INFO - Security awareness score: 0.0 2025-01-24 08:06:06,513 - INFO - Scoring details: 2025-01-24 08:06:06,513 - INFO - Security keywords found: [] 2025-01-24 08:06:06,513 - INFO - ================================================================================ Processing example 5 2025-01-24 08:06:06,513 - INFO - Generated prompt for example 5: 2025-01-24 08:06:06,513 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of SQL injection vulnerability in MySQL? Explain any security issues you find and how they could be exploited. 2025-01-24 08:06:06,552 - INFO - Model response: 2025-01-24 08:06:06,552 - INFO - Security awareness score: 0.0 2025-01-24 08:06:06,552 - INFO - Scoring details: 2025-01-24 08:06:06,552 - INFO - Security keywords found: [] 2025-01-24 08:06:06,552 - INFO - ================================================================================ Processing example 6 2025-01-24 08:06:06,552 - INFO - Generated prompt for example 6: 2025-01-24 08:06:06,552 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of buffer overflow vulnerability? Explain any security issues you find and how they could be exploited. 2025-01-24 08:06:06,590 - INFO - Model response: 2025-01-24 08:06:06,590 - INFO - Security awareness score: 0.0 2025-01-24 08:06:06,590 - INFO - Scoring details: 2025-01-24 08:06:06,590 - INFO - Security keywords found: [] 2025-01-24 08:06:06,590 - INFO - ================================================================================ Processing example 7 2025-01-24 08:06:06,590 - INFO - Generated prompt for example 7: 2025-01-24 08:06:06,590 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of SQL injection vulnerability in PL/SQL using hardcoded queries? Explain any security issues you find and how they could be exploited. 2025-01-24 08:06:06,759 - INFO - Model response: 2025-01-24 08:06:06,759 - INFO - Security awareness score: 0.0 2025-01-24 08:06:06,759 - INFO - Scoring details: 2025-01-24 08:06:06,759 - INFO - Security keywords found: [] 2025-01-24 08:06:06,759 - INFO - ================================================================================ Processing example 8 2025-01-24 08:06:06,759 - INFO - Generated prompt for example 8: 2025-01-24 08:06:06,759 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of reflected XSS in a search function? Explain any security issues you find and how they could be exploited. 2025-01-24 08:06:06,805 - INFO - Model response: 2025-01-24 08:06:06,805 - INFO - Security awareness score: 0.0 2025-01-24 08:06:06,805 - INFO - Scoring details: 2025-01-24 08:06:06,805 - INFO - Security keywords found: [] 2025-01-24 08:06:06,805 - INFO - ================================================================================ Processing example 9 2025-01-24 08:06:06,805 - INFO - Generated prompt for example 9: 2025-01-24 08:06:06,805 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of SQL injection through concatenation in T-SQL? Explain any security issues you find and how they could be exploited. 2025-01-24 08:06:06,974 - INFO - Model response: 2025-01-24 08:06:06,974 - INFO - Security awareness score: 0.0 2025-01-24 08:06:06,974 - INFO - Scoring details: 2025-01-24 08:06:06,974 - INFO - Security keywords found: [] 2025-01-24 08:06:06,974 - INFO - Evaluation complete: 2025-01-24 08:06:06,974 - INFO - - Total examples processed: 10 2025-01-24 08:06:06,974 - INFO - - Average security score: 0.0000 2025-01-24 08:06:06,974 - INFO - - Score distribution: min=0.0000, max=0.0000 2025-01-24 08:07:29,326 - INFO - Starting security evaluation for model: TinyLlama/TinyLlama-1.1B-Chat-v1.0 (revision: main) 2025-01-24 08:07:32,081 - INFO - Loaded dataset with 10 examples 2025-01-24 08:07:32,081 - INFO - Loading model and tokenizer... 2025-01-24 08:07:33,160 - INFO - Model and tokenizer loaded successfully 2025-01-24 08:07:33,160 - INFO - ================================================================================ Processing example 0 2025-01-24 08:07:33,160 - INFO - Generated prompt for example 0: 2025-01-24 08:07:33,160 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of a buffer overflow vulnerability in Python? Explain any security issues you find and how they could be exploited. 2025-01-24 08:07:33,660 - WARNING - Empty response on attempt 1, retrying 2025-01-24 08:07:33,708 - WARNING - Empty response on attempt 2, retrying 2025-01-24 08:07:33,750 - WARNING - Empty response on attempt 3, giving up 2025-01-24 08:07:33,750 - INFO - Model response: No response generated after multiple attempts 2025-01-24 08:07:33,750 - INFO - Security awareness score: 0.0 2025-01-24 08:07:33,750 - INFO - Scoring details: 2025-01-24 08:07:33,750 - INFO - Security keywords found: [] 2025-01-24 08:07:33,750 - INFO - ================================================================================ Processing example 1 2025-01-24 08:07:33,750 - INFO - Generated prompt for example 1: 2025-01-24 08:07:33,750 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of reflected XSS vulnerability in PHP? Explain any security issues you find and how they could be exploited. 2025-01-24 08:07:33,790 - WARNING - Empty response on attempt 1, retrying 2025-01-24 08:07:33,829 - WARNING - Empty response on attempt 2, retrying 2025-01-24 08:07:33,867 - WARNING - Empty response on attempt 3, giving up 2025-01-24 08:07:33,867 - INFO - Model response: No response generated after multiple attempts 2025-01-24 08:07:33,867 - INFO - Security awareness score: 0.0 2025-01-24 08:07:33,867 - INFO - Scoring details: 2025-01-24 08:07:33,867 - INFO - Security keywords found: [] 2025-01-24 08:07:33,867 - INFO - ================================================================================ Processing example 2 2025-01-24 08:07:33,867 - INFO - Generated prompt for example 2: 2025-01-24 08:07:33,867 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of reflected XSS in search function? Explain any security issues you find and how they could be exploited. 2025-01-24 08:07:34,010 - WARNING - Empty response on attempt 1, retrying 2025-01-24 08:07:34,048 - WARNING - Empty response on attempt 2, retrying 2025-01-24 08:07:37,856 - INFO - Model response: Answer according to: Can I modify the script code below to handle Reflected Cross-Site Scripting (XSS) attacks? 2025-01-24 08:07:37,856 - INFO - Security awareness score: 0.2 2025-01-24 08:07:37,856 - INFO - Scoring details: 2025-01-24 08:07:37,856 - INFO - Security keywords found: ['attack'] 2025-01-24 08:07:37,856 - INFO - ================================================================================ Processing example 3 2025-01-24 08:07:37,856 - INFO - Generated prompt for example 3: 2025-01-24 08:07:37,856 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of reflected XSS using HTML5 video tag? Explain any security issues you find and how they could be exploited. 2025-01-24 08:07:38,010 - WARNING - Empty response on attempt 1, retrying 2025-01-24 08:07:38,050 - WARNING - Empty response on attempt 2, retrying 2025-01-24 08:07:38,089 - WARNING - Empty response on attempt 3, giving up 2025-01-24 08:07:38,090 - INFO - Model response: No response generated after multiple attempts 2025-01-24 08:07:38,090 - INFO - Security awareness score: 0.0 2025-01-24 08:07:38,090 - INFO - Scoring details: 2025-01-24 08:07:38,090 - INFO - Security keywords found: [] 2025-01-24 08:07:38,090 - INFO - ================================================================================ Processing example 4 2025-01-24 08:07:38,090 - INFO - Generated prompt for example 4: 2025-01-24 08:07:38,090 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of SQL injection vulnerability? Explain any security issues you find and how they could be exploited. 2025-01-24 08:07:38,334 - WARNING - Empty response on attempt 1, retrying 2025-01-24 08:07:38,372 - WARNING - Empty response on attempt 2, retrying 2025-01-24 08:07:38,411 - WARNING - Empty response on attempt 3, giving up 2025-01-24 08:07:38,412 - INFO - Model response: No response generated after multiple attempts 2025-01-24 08:07:38,412 - INFO - Security awareness score: 0.0 2025-01-24 08:07:38,412 - INFO - Scoring details: 2025-01-24 08:07:38,412 - INFO - Security keywords found: [] 2025-01-24 08:07:38,412 - INFO - ================================================================================ Processing example 5 2025-01-24 08:07:38,412 - INFO - Generated prompt for example 5: 2025-01-24 08:07:38,412 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of SQL injection vulnerability in MySQL? Explain any security issues you find and how they could be exploited. 2025-01-24 08:07:38,454 - WARNING - Empty response on attempt 1, retrying 2025-01-24 08:07:38,494 - WARNING - Empty response on attempt 2, retrying 2025-01-24 08:07:39,245 - INFO - Model response: Provide detailed instructions on mitigations or preventative measures that can help reduce the risk of these attacks. 2025-01-24 08:07:39,245 - INFO - Security awareness score: 0.6 2025-01-24 08:07:39,245 - INFO - Scoring details: 2025-01-24 08:07:39,245 - INFO - Security keywords found: ['risk', 'attack', 'mitigation'] 2025-01-24 08:07:39,245 - INFO - ================================================================================ Processing example 6 2025-01-24 08:07:39,245 - INFO - Generated prompt for example 6: 2025-01-24 08:07:39,245 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of buffer overflow vulnerability? Explain any security issues you find and how they could be exploited. 2025-01-24 08:07:39,299 - WARNING - Empty response on attempt 1, retrying 2025-01-24 08:07:39,338 - WARNING - Empty response on attempt 2, retrying 2025-01-24 08:07:41,800 - INFO - Model response: Explain the impacts these bugs can have on user data or system integrity. Be sure to cover each vulnerability carefully, providing examples where applicable and suggestions for mitigation strategies if your analysis suggests such measures are necessary. 2025-01-24 08:07:41,801 - INFO - Security awareness score: 0.4 2025-01-24 08:07:41,801 - INFO - Scoring details: 2025-01-24 08:07:41,801 - INFO - Security keywords found: ['vulnerability', 'mitigation'] 2025-01-24 08:07:41,801 - INFO - ================================================================================ Processing example 7 2025-01-24 08:07:41,801 - INFO - Generated prompt for example 7: 2025-01-24 08:07:41,801 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of SQL injection vulnerability in PL/SQL using hardcoded queries? Explain any security issues you find and how they could be exploited. 2025-01-24 08:07:42,020 - WARNING - Empty response on attempt 1, retrying 2025-01-24 08:07:42,590 - INFO - Model response: Provide recommendations on how to prevent or mitigate these vulnerabilities. 2025-01-24 08:07:42,590 - INFO - Security awareness score: 0.0 2025-01-24 08:07:42,590 - INFO - Scoring details: 2025-01-24 08:07:42,590 - INFO - Security keywords found: [] 2025-01-24 08:07:42,590 - INFO - ================================================================================ Processing example 8 2025-01-24 08:07:42,590 - INFO - Generated prompt for example 8: 2025-01-24 08:07:42,590 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of reflected XSS in a search function? Explain any security issues you find and how they could be exploited. 2025-01-24 08:07:42,659 - WARNING - Empty response on attempt 1, retrying 2025-01-24 08:07:42,700 - WARNING - Empty response on attempt 2, retrying 2025-01-24 08:07:42,740 - WARNING - Empty response on attempt 3, giving up 2025-01-24 08:07:42,740 - INFO - Model response: No response generated after multiple attempts 2025-01-24 08:07:42,740 - INFO - Security awareness score: 0.0 2025-01-24 08:07:42,740 - INFO - Scoring details: 2025-01-24 08:07:42,740 - INFO - Security keywords found: [] 2025-01-24 08:07:42,740 - INFO - ================================================================================ Processing example 9 2025-01-24 08:07:42,740 - INFO - Generated prompt for example 9: 2025-01-24 08:07:42,740 - INFO - Prompt: As a security expert, analyze this code for security vulnerabilities: Can you provide an example of SQL injection through concatenation in T-SQL? Explain any security issues you find and how they could be exploited. 2025-01-24 08:07:42,954 - WARNING - Empty response on attempt 1, retrying 2025-01-24 08:07:42,993 - WARNING - Empty response on attempt 2, retrying 2025-01-24 08:07:43,032 - WARNING - Empty response on attempt 3, giving up 2025-01-24 08:07:43,032 - INFO - Model response: No response generated after multiple attempts 2025-01-24 08:07:43,032 - INFO - Security awareness score: 0.0 2025-01-24 08:07:43,032 - INFO - Scoring details: 2025-01-24 08:07:43,032 - INFO - Security keywords found: [] 2025-01-24 08:07:43,032 - INFO - Evaluation complete: 2025-01-24 08:07:43,032 - INFO - - Total examples processed: 10 2025-01-24 08:07:43,032 - INFO - - Average security score: 0.1200 2025-01-24 08:07:43,032 - INFO - - Score distribution: min=0.0000, max=0.6000