Muhammad Shafique
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
large language model
(2)
adversarial patch
(2)
capture the flag
(2)
offensive security
(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)
language model agent
(1)
jailbreak attack
(1)
vulnerability detection
(1)
patch attack
(1)
llm agent
(1)
adversarial evaluation
(1)
binary exploitation
(1)
security vulnerabilities
(1)
Papers
MetaCipher: A Time-Persistent and Universal Multi-Agent Framework for Cipher-Based Jailbreak Attacks for LLMs
AAAI 2026
Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark
AAAI 2026
EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities
ICML 2025
ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches
ICCV 2025
DAP: A Dynamic Adversarial Patch for Evading Person Detectors
CVPR 2024
NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
NeurIPS 2024