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Home/Authors/Adrian Shuai Li

Adrian Shuai Li

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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Publications per year

1
26

Top categories

Crypto×1

Frequent co-authors

Md Ajwad Akil1×
Elisa Bertino1×

Research Timeline

2026
Can Drift-Adaptive Malware Detectors Be Made Robust? Attacks and Defenses Under White-Box and Black-Box Threats

The paper proposes a universal robustification framework to enhance drift-adaptive malware detectors against combined concept drift and adversarial attacks, significantly reducing attack success rates across various threat models.

Highlighted terms show continued research focus across papers

Papers

cs.CRRecentApr 8, 2026

Can Drift-Adaptive Malware Detectors Be Made Robust? Attacks and Defenses Under White-Box and Black-Box Threats

Adrian Shuai Li, Md Ajwad Akil, Elisa Bertino

The paper proposes a universal robustification framework to enhance drift-adaptive malware detectors against combined concept drift and adversarial attacks, significantly reducing attack success rates…

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