🛡️ Application Security & Vulnerability Researcher
🔍 SECURE CODE REVIEW 🛡️ VULNERABILITY RESEARCH 🤖 AI/ML MODEL FILE VULNS
| CVE ID | CVSS | Project | Summary | References |
|---|---|---|---|---|
| CVE-2026-6691 | 🔴 8.6 High | 🍃 MongoDB C Driver | Cyrus SASL username canonicalization heap buffer overflow via unsafe string copy leads to RCE & DoS | CDRIVER-6134 |
| CVE-2025-11157 | 🔴 7.8 High | 🍽️ Feast | Unsafe PyYAML deserialization in Kubernetes materializer enables arbitrary code execution | Fix PR #5643 / Huntr |
| CVE-2025-59420 | 🔴 7.5 High | 🔐 Authlib | JWT/JWS accepts unknown crit headers → possible authz bypass |
GHSA-9ggr-2464-2j32 |
| CVE-2025-61920 | 🔴 7.5 High | 🔐 Authlib | DoS via oversized JOSE segments | GHSA-pq5p-34cr-23v9 |
| CVE-2025-62706 | 🟡 6.5 Medium | 🔐 Authlib | zip=DEF decompression bomb enables DoS |
GHSA-g7f3-828f-7h7m |
| Status | Area | Public-safe summary |
|---|---|---|
| Private / Validated | joblib model-file security | Load-time model artifact deserialization issue leading to code-execution risk and scanner-evasion behavior. Technical details withheld until disclosure. |
| Private / Validated | Keras .keras model-file security |
Safe-mode model-loading bypass class involving model configuration/data-loading behavior, aligned with later public Keras CVE-2025-12058 research. Technical details withheld until disclosure. |
| Project | Description | Version | Link |
|---|---|---|---|
Fixed bug: b64 header ignored in unprotected header (now rejected). |
PR #210 | ||
| Collaborated on patch for critical header validation bypass. | PR #823 |