Muhammad Shafique

Full Professor@New York University·阿联酋·OpenReview

研究方向

Embedded Machine Learning · Edge AI · TinyML · Embedded Systems · ML Security · QuantumML · ML for Security and EDA · Video Processing · Video Coding · Image Processing

5.5

TriQDef: Disrupting Semantic and Gradient Alignment to Prevent Adversarial Patch Transferability in Quantized Neural Networks

ICLR 2026Poster

三作

4.7

DRIFT: Divergent Response in Filtered Transformations for Robust Adversarial Defense

ICLR 2026Poster

二作

4.0

TESSER: Transfer-Enhancing Adversarial Attacks from Vision Transformers via Spectral and Semantic Regularization

ICLR 2026Rejected

三作

2.5

From Trace to Line: LLM Agent for Real-World OSS Vulnerability Localization

ICLR 2026Rejected

2.5

CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution

ICLR 2026Rejected

通讯

6.1

EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

ICML 2025Poster

3.4

MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption

合作者 (20)