Gargi Mitra
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
226
Top categories
Crypto×2
Frequent co-authors
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.
SAMD: A Tool for Identifying False Data Injection Scenarios in AI/ML-enabled Medical Devices
The paper introduces SAMD, an automated tool that uses STPA-Sec to identify potential false data injection attack scenarios in AI/ML-enabled medical devices during the design phase.
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Papers
cs.CRRecentMay 28, 2026
SAMD: A Tool for Identifying False Data Injection Scenarios in AI/ML-enabled Medical Devices
The paper introduces SAMD, an automated tool that uses STPA-Sec to identify potential false data injection attack scenarios in AI/ML-enabled medical devices during the design phase.
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cs.CRRecentMar 27, 2026