5 papers
ChatGPT: Excellent Paper! Accept It. Editor: Imposter Found! Review Rejected
Kanchon Gharami, Sanjiv Kumar Sarkar, Safayat Bin Hakim +3
Large Language Models (LLMs) like ChatGPT are now widely used in writing and reviewing scientific papers. While this trend accelerates publication growth and reduces human workload…
An Efficient Privacy-preserving Intrusion Detection Scheme for UAV Swarm Networks
Kanchon Gharami, Shafika Showkat Moni
The rapid proliferation of unmanned aerial vehicles (UAVs) and their applications in diverse domains, such as surveillance, disaster management, agriculture, and defense, have revo…
Modeling Romanized Hindi and Bengali: Dataset Creation and Multilingual LLM Integration
Kanchon Gharami, Quazi Sarwar Muhtaseem, Deepti Gupta +2
The development of robust transliteration techniques to enhance the effectiveness of transforming Romanized scripts into native scripts is crucial for Natural Language Processing t…
DiffPro: Joint Timestep and Layer-Wise Precision Optimization for Efficient Diffusion Inference
Farhana Amin, Sabiha Afroz, Kanchon Gharami +2
Diffusion models produce high quality images but inference is costly due to many denoising steps and heavy matrix operations. We present DiffPro, a post-training, hardware-faithful…
Clone What You Can't Steal: Black-Box LLM Replication via Logit Leakage and Distillation
Kanchon Gharami, Hansaka Aluvihare, Shafika Showkat Moni +1
Large Language Models (LLMs) are increasingly deployed in mission-critical systems, facilitating tasks such as satellite operations, command-and-control, military decision support,…