4 papers · 1 filter
Reward and Behavioral Measures of LLM Coordination in Dining Philosophers
Najmul Hasan, Prashanth BusiReddyGari
Does high reward indicate productive coordination among language-model agents sharing resources? We examine this question in dining philosophers, where instances of the same model…
Time-Complexity Characterization of NIST Lightweight Cryptography Finalists
Najmul Hasan, Prashanth BusiReddyGari
Lightweight cryptography is becoming essential as emerging technologies in digital identity systems and Internet of Things verification continue to demand strong cryptographic assu…
Benchmarking Large Language Models for Zero-shot and Few-shot Phishing URL Detection
Najmul Hasan, Prashanth BusiReddyGari
The Uniform Resource Locator (URL), introduced in a connectivity-first era to define access and locate resources, remains historically limited, lacking future-proof mechanisms for…
DPBench: Structural Determinants of Multi-Agent LLM Coordination Under Simultaneous Resource Contention
Najmul Hasan, Prashanth BusiReddyGari
We present DPBench, a benchmark for evaluating coordination in multi-agent systems built from large language models. Existing benchmarks measure task-level success under a fixed pr…