— 🔍 Taint Flow & Root Cause Analysis: Tracks untrusted input from Source $rightarrow$ Sanitizer $rightarrow$ Sink with explicit causality. — 🏷️ 30+ CWE & OWASP Top 10 Mapping: Maps discovered flaws across 30+ MITRE CWE identifiers (CWE-89, CWE-78, CWE-22, CWE-79, CWE-502, CWE-918, CWE-611, CWE-798, CWE-1321, CWE-1336, CWE-362, CWE-416, etc.) and OWASP categories. — 🔴 Offensive Security & Red Team Reasoning: Analyzes multi-step exploit chains, payload construction (SQLi, XSS, SSTI, SSRF, LFI, reverse shells), and MITRE ATT&CK techniques (T1558.003 Kerberoasting, T1068 Privilege Escalation, T1547 Persistence, T1550 Lateral Movement). — 🤖 Autonomous ReAct Agent Integration: Powers the SmartAGENT 13-tool security agent (recon, exploitdb, generatepayload, webattack, postexploit, scancode, fixcode, etc.). — 🛡️ Production-Ready Secure Fixes: Generates drop-in replacements with parameterized queries, safe execution APIs, and canonicalized path operations. — ⚡ Ultra-Low Latency & Minimal Footprint: At 3 billion parameters, it fits comfortably into consumer GPUs (4 GB VRAM in 4-bit) and edge environments. Developed with ❤️ by Fluxnat Next-Generation AI for Cyber Defense
Модальности:
Генерация текста
Области применения:
Генерация кода Диалог / чат
Задача: Генерация текста
Автор: k4ran909
Теги: fluxnat, cybersecurity, vulnerability-detection, sast, security-audit, code-security, cwe, owasp
Лайков: 3 | Загрузок: 718
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
