"Dream no small dreams. They have no power to stir the souls of men." - Victor Hugo"

About Vinay

Vinay Mysore Sachidananda is the Programme Director of the Cyber Security Research Centre (CYSREN) at Nanyang Technological University (NTU), Singapore. Prior to this, he served as Programme Director of the CyberSG R&D Programme Office (CRPO), a national centre hosted at NTU, where he built the foundations of CRPO. Before that, he was Principal Scientist at NTU. His research focuses on AI-driven cybersecurity, with deep expertise in threat detection, threat intelligence, and malware research.

Earlier in his career, Vinay was R&D Manager at Trustwave, where he led enterprise security and threat intelligence research as Principal Security Research Lead, acting as both Principal Investigator (PI) and Co-PI while managing multiple project teams. His academic contributions include appointments as Senior Researcher (honorary adjunct) at the National University of Singapore (NUS) and Research Scientist at iTrust, Singapore University of Technology and Design (SUTD), where he pioneered techniques for IoT security and privacy, uncovering vulnerabilities through penetration testing and fuzzing.

Vinay is also deeply committed to education and community engagement. He actively delivers advanced courses on Security Monitoring and Threat Detection, and has played a key role in designing and running Capture the Flag (CTF) competitions and Hackathons, fostering hands-on learning and practical cybersecurity skills for students and professionals alike.

Vinay co-founded Senseable and idatase. As CEO of Senseable until 2018, he led the development of smart wearable technologies with funding from the European Space Agency (ESA). At idatase, he contributed to IoT and Big Data analytics innovations.

Vinay earned his Master’s in Mobility and Networking from the University of Trento, Italy (2008) and his Ph.D. from the Technical University of Darmstadt, Germany (2014). He serves on technical committees for numerous international conferences and has collaborated with leading academics including Prof. Liu Yang, Prof. Lam Kwok Yan, Prof. Yuval Elovici and Prof. Aditya P. Mathur.

Research Interests

My work focuses on building next-generation, AI-driven cybersecurity systems that scale across enterprise environments—spanning advanced malware detection and analysis, autonomous agentic security operations, and proactive threat detection and hunting. This includes applying machine learning, deep learning, and large language models to enable high-fidelity detection, automated investigation, and faster response, while also securing AI systems themselves against abuse and adversarial threats. This research is grounded in strong foundations in Internet of Things and cyber-physical systems security, dependable distributed systems, and smart city infrastructures, enabling resilient, future-ready security platforms.

Teaching

I teach and have taught undergraduate and postgraduate courses spanning Security Monitoring and Threat Detection, Operating Systems, and Dependable and Secure Mobile Computing, with a strong emphasis on practical, industry-relevant cybersecurity skills. My recent teaching focuses on advanced threat detection, security operations, and real-world attack–defense scenarios, while my earlier courses established strong foundations in systems, reliability, and secure computing—bridging core computer science with modern cybersecurity practice.

Featured Publications 

Cutting the Gordian Knot: Detecting Malicious PyPI Packages via a Knowledge-Mining Framework. USENIX Security, 2026.

PRIORITI: Scoring and Categorization-based Threat Prioritization. The Journal of Supercomputing, 2025.

E-Audit: Distinguishing and investigating suspicious events for APTs attack detection. Journal of Systems Architecture, 2024.

APTer: Towards the Investigation of APT Attribution. IEEE DSC, 2023.

Do NoT Open (DOT): A Unified Generic and Specialized Models for Detecting Malicious Email Attachments. IEEE TrustCom, 2023.

CTFs, Start-ups & Rest

I have been involved in founding and supporting technology and cybersecurity initiatives across academia and industry, including early work on smart wearables, IoT, and data analytics through startups such as Senseable and idatase. I have also co-founded the SPIRITCYBER Hackathon series, contributing to its growth as a practical, hands-on cyber exercise focused on Smart Cities, IoT, and cyber-physical systems, and continues to support the community through workshops, CTF mentoring, and guidance for emerging cybersecurity talent in Singapore.

Blog

My blog explores emerging ideas, research, and real-world perspectives at the intersection of cybersecurity, artificial intelligence, and digital trust. From agentic malware analysis and next-generation threat detection to the future of autonomous security systems, the posts aim to bridge theory and practice, offering concise insights for practitioners, researchers, and decision-makers navigating an evolving cyber landscape.