
AtomShields
Security testing framework for repositories and source code

Security testing framework for repositories and source code

The code of VulTriage: Triple-Path Context Augmentation for LLM-Based Vulnerability Detection

Hack The Box Writeup for Retired Challenge ReactOOPS - Complete solution and educational guide to CVE-2025-55182/CVE-2025-66478 (React2Shell RCE).…


Research repository documenting LLM generalization ceilings in code security vulnerability detection, with cross-evaluation across synthetic and…

PoC for CVE-2026-63030 + CVE-2026-60137, AKA WP2Shell

🔐 CVE-2026-57821 - Apache Fineract SQL Injection Toolkit 📚 Two Python scripts for authorized security testing: verifier.py (safe detection, no…

Scan code for invisible bidirectional Unicode characters (Trojan Source attack prevention, CVE-2021-42574)

Reproduction kit for CVE-2026-58138, an unauthenticated RCE in Conductor. Includes OpenTaint static analysis rules, isolated tests, SARIF results,…

Reproducer for CVE-2026-40048: Apache Camel camel-pqc FileBasedKeyLifecycleManager unsafe deserialization (RCE)

Proof-of-concept exploit for CVE-2024-24824 demonstrating how an arbitrary class loading primitive can be transformed into remote code execution on…

PoC for CVE-2026-5366: git argument injection in Prefect's GitRepository leading to RCE on the worker.

🛡️ Audit your Next.js & React Server Components stack for critical vulnerabilities (CVE-2025-66478, CVE-2025-55184). Detects risks & generates fix…

CVE-2026-48909 - Unauthenticated PHP Object Injection to RCE exploit for Joomla SP LMS extension versions <= 4.1.3. Exploits lmsOrders cookie…

CVE For Pterodactyl (For Study and Education)

POC of CVE-2021-42574 for solidity and solc compiler

Code for ACL 2026 (main) paper "DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation"

Multi-layer security framework for AI agent ecosystems. Provides pre-installation skill auditing, file integrity monitoring, runtime protection, and…