2 citations · 2 across the 7 of their papers we have counts for
4 papers · 1 filter
Benchmarking Quantum Kernel SVMs for Credit Card Fraud Detection: Performance Realities Under NISQ Constraints
Hitanshi Arora, Mohit Swarnkar, Aswani Kumar Cherukuri
Detecting credit card fraud is notoriously difficult because fraudulent charges make up less than 0.2% of total transactions. Quantum Machine Learning (QML), particularly Quantum K…
Generative AI for Encrypted Traffic Analysis: Synthetic Dataset Generation and Classifier Evaluation
Harshil Patel, Himanshu Garg, Aswani Kumar Cherukuri
Network traffic analysis faces significant challenges with encrypted communications, primarily due to limited visibility into packet contents and the inherent imbalance in availabl…
Quantum-Resilient Banking Transaction Security using DW-HKEM: A Hybrid RSA/ML-KEM Cryptographic Gateway with Real-Time Monitoring
Siddhaarth S Prabhu, Aswani Kumar Cherukuri
The increasing number of online banking and financial services on public-facing networks has caused security of cryptographic protocols to become a serious, systemic problem. RSA-2…
Comparative Evaluation of VAE, GAN, and SMOTE for Tor Detection in Encrypted Network Traffic
Saravanan A, Aswani Kumar Cherukuri
Encrypted network traffic poses significant challenges for intrusion detection due to the lack of payload visibility, limited labeled datasets, and high class imbalance between ben…