nn ssl ids siem otp xdr honeypot

cybersecurity & ml researcher

aspiring ph.d. student · cybersec & ai systems

cybersecurityneural netsred teamllms

contact: aaditya.r@ieee.org · aaditya.r@nyu.edu

selected papers

2024 FLARE – Federated Learning & Resilient Encryption
a framework for dynamic, privacy-preserving network defense that leverages federated learning and encrypted model updates to adapt to emerging threats in real time.
federated learning privacy-preservation encrypted model updates adaptive firewalls
paper
2024 SHADOW – Systematic Heuristic Analysis & Detection
automated deep web crawler identifies data leaks and alerts affected parties to strengthen cybersecurity posture.
deep web data leak prevention threat intelligence automation smart search techniques
paper
2024 CYBRANA – YARA/YAML-driven AI Firewall
ai-powered system analyzes server logs and firewall data to detect, classify, and mitigate cyberattacks using known threat frameworks.
ai cyber attack detection log analysis network security MITRE
paper

view all work

orcid ieee xplore google scholar web of science

letters of recommendation

mr. pavan kumar – scientist and head of security, isro view
mr. harsh shah – founder, readmenow view
dr. g. r. karpagam – professor, psg tech view
dr. g. sudha sadasivam – head of department, psg tech view
mr. a. c. ramesh – asst. professor, psg tech view
mr. ismaiel al tamimi – hr, equate view