activity
20132026
most citedFebruus: Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems

250 citations · 863 across the 66 of their papers we have counts for

collaborators
Showing 2025Show all

6 papers · 1 filter

cs.MA2025

Area-Optimal Control Strategies for Heterogeneous Multi-Agent Pursuit

Kamal Mammadov, Damith C. Ranasinghe

This paper presents a novel strategy for a multi-agent pursuit-evasion game involving multiple faster pursuers with heterogenous speeds and a single slower evader. We define a geom…

cs.LG2025

Certified but Fooled! Breaking Certified Defences with Ghost Certificates

Quoc Viet Vo, Tashreque M. Haq, Paul Montague +3

Certified defenses promise provable robustness guarantees. We study the malicious exploitation of probabilistic certification frameworks to better understand the limits of guarante…

eess.SP2025

Joint Estimation of Sea State and Vessel Parameters Using a Mass-Spring-Damper Equivalence Model

Ranjeet K. Tiwari, Daniel Sgarioto, Peter Graham +3

Real-time sea state estimation is vital for applications like shipbuilding and maritime safety. Traditional methods rely on accurate wave-vessel transfer functions to estimate wave…

cs.CV2025

Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection

I. M. De la Jara, C. Rodriguez-Opazo, D. Teney +2

Out-of-distribution (OOD) detection is essential for reliably deploying machine learning models in the wild. Yet, most methods treat large pre-trained models as monolithic encoders…

cs.CR2025

An Automated Blackbox Noncompliance Checker for QUIC Server Implementations

Kian Kai Ang, Guy Farrelly, Cheryl Pope +1

We develop QUICtester, an automated approach for uncovering non-compliant behaviors in the ratified QUIC protocol implementations (RFC 9000/9001). QUICtester leverages active autom…

cs.CR2025

QUIC-Fuzz: An Effective Greybox Fuzzer For The QUIC Protocol

Kian Kai Ang, Damith C. Ranasinghe

Network applications are routinely under attack. We consider the problem of developing an effective and efficient fuzzer for the recently ratified QUIC network protocol to uncover…