Ashish Kundu

Cisco Systems (United States) — United States

Computer Science · Physical Sciences

14h-index843citations112works1.12yr avg
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Research Topics

Advanced Malware Detection Techniques(23), Network Security and Intrusion Detection(22), Cloud Data Security Solutions(19), Cryptography and Data Security(17), Security and Verification in Computing(11)

Publications112 total

Can Agentic AI Match the Performance of Human Data Scientists?
ArXiv.org·2025Open Access
Can Agentic AI Match the Performance of Human Data Scientists?
arXiv (Cornell University)·2025Open Access
PLRV-O: Advancing Differentially Private Deep Learning via Privacy Loss Random Variable Optimization
2025Open Access
QRSec 2025: ACM CCS First Workshop on Quantum-Resistant Cryptography and Security
2025
Role-Conditioned Refusals: Evaluating Access Control Reasoning in Large Language Models
arXiv (Cornell University)·2025Open Access
Malware Detection at the Edge with Lightweight LLMs: A Performance Evaluation
ACM Transactions on Internet Technology·2025· 6 citedOpen Access
Homogenisation of an Optimal Control Problem for Multispecies Diffusion-Reaction Equations
Journal of Dynamical and Control Systems·2025
LLMalMorph: On The Feasibility of Generating Variant Malware using Large-Language-Models
arXiv (Cornell University)·2025Open Access
Extraction of Machine Enforceable ABAC Policies from Natural Language Text using LLM Knowledge Distillation
2025· 2 citedOpen Access
Poster: BlinkSecure: Risk-aware Continuous Authentication using Blink-based CAPTCHA and Face Recognition
2025
Towards Secure Data Management using Multi-Cryptographic Solutions (Invited)
2025
Security Opportunities and Challenges for Disaggregated Architectures (Invited)
2025
Quantum-Resistant Security: PQC Readiness and Research Challenges (Invited)
2025· 1 cited
SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks
arXiv (Cornell University)·2025Open Access
Apollo: A Posteriori Label-Only Membership Inference Attack Towards Machine Unlearning
arXiv (Cornell University)·2025Open Access
How Good LLM-Generated Password Policies Are?
arXiv (Cornell University)·2025Open Access
Security design for NLIP: a universal protocol for AI-enabled systems
2025
VulBinLLM: LLM-powered Vulnerability Detection for Stripped Binaries
arXiv (Cornell University)·2025Open Access
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
arXiv (Cornell University)·2025Open Access
Natural language interaction protocol (NLIP)
2025
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Frequent Co-authors

Elisa Bertino(19), Arun Iyengar(6), Mukesh Mohania(4), Chinmay Kumar Kundu(3), Mikhail J. Atallah(3), Karan K. Budhraja(3), Abhishek Malvankar(3), Mehdi Bahrami(3), Mukesh Singhal(3), Charalampos Katsis(3), Hyunwoo Lee(3), Zhiqiang Lin(2), Muhammad U. Arshad(2), Arif Ghafoor(2), Suresh T. Chari(2), Upendra Sharma(2), Kirk Beaty(2), Vijay K. Naik(2), Fan Sang(2), Jiahao Sun(2)