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Home/Authors/Mohammed Elnawawy

Mohammed Elnawawy

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Crypto×1

Frequent co-authors

Gargi Mitra1×
Shahrear Iqbal1×
Karthik Pattabiraman1×

Research Timeline

2026
ROAST: Risk-aware Outlier-exposure for Adversarial Selective Training of Anomaly Detectors Against Evasion Attacks

ROAST is a risk-aware selective training framework that improves anomaly detector recall against evasion attacks by focusing training on less vulnerable patients, significantly reducing false negatives.

Highlighted terms show continued research focus across papers

Papers

cs.CRRecentMar 27, 2026

ROAST: Risk-aware Outlier-exposure for Adversarial Selective Training of Anomaly Detectors Against Evasion Attacks

Mohammed Elnawawy, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman

ROAST is a risk-aware selective training framework that improves anomaly detector recall against evasion attacks by focusing training on less vulnerable patients, significantly reducing false negative…

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