Venkatramanan Siva Subrahmanian
Venkatramanan Siva Subrahmanian researches AI and security. His work models behaviour from data and studies malware, phishing, review fraud and other digital threats. Subrahmanian coauthored 2022 work with Giacomo Apruzzese on mitigating adversarial gray-box attacks against phishing detectors. With Han, Mandujano, Porst, Tetali and Xiong, Subrahmanian co-authored The Android Malware Handbook, published in November 2023. The handbook covers detection and analysis by humans and machines. His research uses learning models with text, geospatial, relational, social-network, audio, video and image data. His work studies behavioural forecasting and security applications.
Timeline
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2022
Learning and phishing defences
Subrahmanian coauthored 2022 work with Giacomo Apruzzese on mitigating adversarial gray-box attacks against phishing detectors.
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2023
Android malware analysis
With Han, Mandujano, Porst, Tetali and Xiong, Subrahmanian co-authored The Android Malware Handbook, published in November 2023. The handbook covers detection and analysis by humans and machines.
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As of October 2026
AI for security data
His research uses learning models with text, geospatial, relational, social-network, audio, video and image data. His work studies behavioural forecasting and security applications.
Sources and credits
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