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Abhinav Piratla

Abhinav Piratla

AI security researcher, cybersecurity educator, and entrepreneur

abhinav_piratla
Connecticut, United States
Joined May 2026
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Summary

AI & medical-device security researcher: publishes peer-reviewed work on anomaly detection and AI resilience for artificial pancreas systems, including AP-GUARD and a systematic review mapping threats and regulatory controls. ieee+2
Cybersecurity educator and practitioner: leads hands-on cybersecurity education at dae (training SIEM, vulnerability assessment, cloud security, threat modeling) and builds applied security systems (FERPA-compliant LMS, AI-powered scanning, OSINT/phishing simulation) to support learners. cybersecurity-excellence-awards+2
Entrepreneur and builder: founded and co-founded several ventures in India (a cafe, Fav Media Agency / FAV MEDIA HOUSE, KoopBox) and maintains a creative/design portfolio, demonstrating cross-disciplinary experience in product, branding, and operations. nyweekly+2
Active online creator and community-facing communicator: maintains social and content channels (Linktree, Instagram, YouTube, Behance) used to share technical work, creative projects, and entrepreneurial writing. linktr+3

Work

Education

Projects

Writing

A Security Framework for AI-Enabled Continuous Glucose Monitoring: Translating FDA Guidance into Actionable Controls

January 1, 2026

A framework mapping threats and FDA requirements to technical controls for AI-enabled CGM systems (listed as a 2026 journal/working paper on author profiles).

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Adversarial Machine Learning Threats To Medical Device AI Controllers

January 1, 2026

A taxonomy of adversarial ML attacks against AI-enabled medical device controllers and evaluation of defense mechanisms aligned to device constraints and regulatory guidance.

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AP-GUARD: Artificial Pancreas Generalized Unsupervised Anomaly Recognition and Detection

January 1, 2025

An autoencoder-based anomaly detection framework for continuous glucose monitoring (CGM) / artificial pancreas systems that demonstrated patient-based cross-validation generalization and strong F1-scores in detecting device failure modes.

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Safeguarding the Artificial Pancreas: A Review of Security and Reliability Gaps and AI Driven Resilience

January 1, 2025

A systematic review and threat taxonomy for artificial pancreas systems synthesizing literature into a defense roadmap and mapping threats to regulatory and technical controls.

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Hobbies

Singing and music performance (covers) and photography. youtube+1

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