1 citations · 1 across the 17 of their papers we have counts for
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Cyber Dynamics I: Finite Macrostates for Behavioral Anomaly Detection in Network Telemetry
Abdul Rahman, Eranga Bandara, Sachin Shetty
Entropy-based methods have long been used for network anomaly detection, but most existing approaches treat entropy as a scalar statistic on narrow observables rather than as part…
Weird Machines in Transport Layer Security
Michael Collins, Jada Cumberland, Brianne Dunn +4
Weird machines are latent computational capabilities that emerge from the composition of architectural components. Prior work has studied this phenomenon extensively in software sy…
Quantifying Bitcoin Network Resilience Through Critical Scenario Discovery: A Dual-Layer Framework for Discovering Contentious Fork Conditions in Decentralized Consensus
Peter Foytik, Sachin Shetty, Ross Gore +1
Bitcoin's consensus depends not only on protocol rules but on the emergent behavior of a heterogeneous network of nodes with divergent economic stakes. Whether a contentious soft f…
Model Context Contracts - MCP-Enabled Framework to Integrate LLMs With Blockchain Smart Contracts
Eranga Bandara, Sachin Shetty, Ravi Mukkamala +9
In recent years, blockchain has experienced widespread adoption across various industries, becoming integral to numerous enterprise applications. Concurrently, the rise of generati…