most citedNOS-Gate: Queue-Aware Streaming IDS for Consumer Gateways under Timing-Controlled Evasion

1 citations · 1 across the 1 of their papers we have counts for

collaborators

3 papers

cs.CR2026★ 1 cited

NOS-Gate: Queue-Aware Streaming IDS for Consumer Gateways under Timing-Controlled Evasion

Muhammad Bilal, Omer Tariq, Hasan Ahmed

Timing and burst patterns can leak through encryption, and an adaptive adversary can exploit them. This undermines metadata-only detection in a stand-alone consumer gateway. Theref…

cs.LG2025

ConvXformer: Differentially Private Hybrid ConvNeXt-Transformer for Inertial Navigation

Omer Tariq, Muhammad Bilal, Muneeb Ul Hassan +2

Data-driven inertial sequence learning has revolutionized navigation in GPS-denied environments, offering superior odometric resolution compared to traditional Bayesian methods. Ho…

cs.LG2025

Learning to Undo: Rollback-Augmented Reinforcement Learning with Reversibility Signals

Andrejs Sorstkins, Omer Tariq, Muhammad Bilal

This paper proposes a reversible learning framework to improve the robustness and efficiency of value based Reinforcement Learning agents, addressing vulnerability to value overest…