Muhammad Shafique
6 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
Conferences
AAAI (2)
CVPR (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
large language model
(2)
offensive security
(2)
adversarial patch
(2)
capture the flag
(2)
dimension reduction
(1)
outlier detection
(1)
person detection
(1)
hyperparameter tuning
(1)
adversarial attack
(1)
adversarial defense
(1)
benchmark dataset
(1)
generative adversarial network
(1)
jailbreak attack
(1)
vulnerability detection
(1)
patch attack
(1)
llm agent
(1)
adversarial evaluation
(1)
binary exploitation
(1)
physical attack
(1)
multi-agent system
(1)
Papers
Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark
AAAI 2026
MetaCipher: A Time-Persistent and Universal Multi-Agent Framework for Cipher-Based Jailbreak Attacks for LLMs
AAAI 2026
ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches
ICCV 2025
EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities
ICML 2025
NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
NIPS 2024
DAP: A Dynamic Adversarial Patch for Evading Person Detectors
CVPR 2024