Vulnerability Evasion on CWE-based Vulnerabilities
0Average Cycle CountCoTDeceptor
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=flask-wtf-csrf-disabled2025.12 | 0 | 55 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=avoid-bind-to-all-interfaces2025.12 | 0 | 55 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=avoid-bind-to-all-interfaces2025.12 | 0 | 55 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=unsanitized-input-in-response2025.12 | 1 | 15 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=unsanitized-input-in-response2025.12 | 1 | 35 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=path-traversal-join2025.12 | 1 | 15 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=regex_dos2025.12 | 1 | 25 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=regex_dos2025.12 | 1 | 25 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=insufficient-dsa-key-size2025.12 | 2 | 35 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=insecure-hash-algorithm-md52025.12 | 2 | 45 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=insecure-hash-algorithm-md52025.12 | 2 | 45 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=insufficient-dsa-key-size2025.12 | 3 | 11 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=debug-enabled2025.12 | 3 | 25 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=direct-use-of-jinja22025.12 | 3.2 | 11 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=path-traversal-join2025.12 | 3.2 | 11 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=disabled-cert-validation2025.12 | 3.2 | 11 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=flask-wtf-csrf-disabled2025.12 | 3.2 | 55 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=avoid-pickle2025.12 | 3.4 | 11 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=debug-enabled2025.12 | 3.4 | 11 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=pyramid-csrf-check-disabled2025.12 | 3.4 | 11 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=avoid-bind-to-all-interfaces2025.12 | 3.4 | 55 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=ssl-wrap-socket-is-deprecated2025.12 | 3.4 | 11 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=insecure-hash-algorithm-md52025.12 | 3.4 | 11 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=user-exec-format-string2025.12 | 3.6 | 11 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=paramiko-implicit-trust-host-key2025.12 | 3.6 | 11 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=regex_dos2025.12 | 3.8 | 11 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=flask-wtf-csrf-disabled2025.12 | 4 | 35 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=debug-enabled2025.12 | 4 | 25 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=ssl-wrap-socket-is-deprecated2025.12 | 4 | 45 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=paramiko-implicit-trust-host-key2025.12 | 4 | 25 | — | |
| CodeBreakerDetector=DeepSeek-R1, Vulnerability=unsanitized-input-in-response2025.12 | 4.2 | 11 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=insufficient-dsa-key-size2025.12 | 5 | 35 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=direct-use-of-jinja22025.12 | 7 | 25 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=path-traversal-join2025.12 | 9 | 15 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=disabled-cert-validation2025.12 | 9 | 45 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=pyramid-csrf-check-disabled2025.12 | 10 | 25 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=user-exec-format-string2025.12 | 11 | 15 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=disabled-cert-validation2025.12 | 11 | 25 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=user-exec-format-string2025.12 | 16 | 12 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=direct-use-of-jinja22025.12 | 19 | 23 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=ssl-wrap-socket-is-deprecated2025.12 | 21 | 34 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=pyramid-csrf-check-disabled2025.12 | 22 | 35 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=paramiko-implicit-trust-host-key2025.12 | 23 | 23 | — | |
| CoTDeceptorDetector=DeepSeek-R1, Vulnerability=avoid-pickle2025.12 | 31 | 12 | — | |
| CoTDeceptorDetector=GPT-5, Vulnerability=avoid-pickle2025.12 | 39 | 12 | — |