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Semantic search, similarity detection, auto-documentation
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Basé sur la classification professionnelle SOC
Next-generation 0day discovery & exploit development — comprehensive code analysis, allocator vulnerabilities, compiler-induced bugs, SIMD/vector issues, JIT vulnerabilities, custom allocator attacks, ASLR/kASLR bypass, UAF, OOB, RCE with exploit generation, privilege escalation, backdoor establishment
Next-generation 0day discovery — novel overflow patterns, allocator exploits, compiler-induced bugs, bounds-check bypass, SIMD/vector overflows, JIT vulns, custom allocator attacks, ASLR/kASLR bypass, UAF, OOB, RCE with weaponized exploit generation, privilege escalation, backdoor establishment
Container escape vulnerability discovery — Docker, Kubernetes, container runtime exploitation, namespace isolation bypass, privilege escalation through container boundaries
Crypto implementation analysis — weak algorithms, side-channels, key management flaws, padding oracles, random generation failures, implementation bugs
IoT device security analysis — firmware extraction, RTOS exploits, hardware interfaces, protocol vulnerabilities, side-channel attacks, update mechanism exploitation
Industrial control system security — Modbus, DNP3, IEC 104, Ethernet/IP, PLC exploitation, control logic manipulation, sensor/actuator attacks, ICS protocol analysis
| name | AI-Enhanced Features |
| description | Semantic search, similarity detection, auto-documentation |
| tags | ["ai","semantic","search","similarity","documentation","analysis"] |
| allowed_tools | ["search_functions","find_similar","document_function","identify_algorithms"] |
Task: AI-Enhanced Reverse Engineering. Use semantic analysis for intelligent code exploration.
Search functions using natural language queries.
Supported Queries:
Examples:
search_functions("crypto functions")
→ Returns all functions related to cryptography
search_functions("http client")
→ Returns functions that make HTTP requests
search_functions("parse json")
→ Returns JSON parsing functions
Find functions that behave similarly to a target function.
Similarity Criteria:
Use Cases:
Automatically detect implemented algorithms.
Detected Algorithms:
Generate comprehensive documentation for functions.
Documentation Includes:
1. User asks: "Find encryption functions"
2. AI runs: search_functions("encryption")
3. Results: Ranked list with:
- encrypt_file (Score: 95)
- aes_encrypt (Score: 90)
- crypt_data (Score: 85)
4. User selects function for detailed analysis
1. User highlights function: decrypt_data
2. AI runs: find_similar(decrypt_data)
3. Results: Similar functions:
- encrypt_data (85% similar)
- crypt_buffer (70% similar)
4. User compares implementations
1. User opens function: validate_token
2. AI generates: document_function(validate_token)
3. Output:
- Category: crypto/authentication
- Algorithm: SHA256
- Calls: hash_update, hash_compare
- Strings: "secret_key"
- Summary: Validates JWT tokens using SHA256 HMAC
1. search_functions("authentication") - Find auth functions
2. document_function(auth_func) - Get documentation
3. find_similar(auth_func) - Find related functions
4. Analyze credential handling
1. identify_algorithms("crypto") - Find all crypto
2. document_function(encryption_func) - Get details
3. Analyze algorithm choice (weak/strong)
4. Check for implementation flaws
1. search_functions("file operations")
2. find_similar(file_handler) - Check for duplication
3. get_function_security_score(addr) - Security check
4. Document findings