3 papers
cs.CR2026
HARP: Measuring Harm Amplification in Multi-Agent LLM Systems
Md Hafizur Rahman, Zafaryab Haider, Tanzim Mahfuz +1
Multi-agent LLM systems decompose workflows across agents, tools, shared context, memory, and decision gates. This modularity improves interpretability, but creates a propagation r…
cs.LG2025
How a Bit Becomes a Story: Semantic Steering via Differentiable Fault Injection
Zafaryab Haider, Md Hafizur Rahman, Shane Moeykens +2
Hard-to-detect hardware bit flips, from either malicious circuitry or bugs, have already been shown to make transformers vulnerable in non-generative tasks. This work, for the firs…
cs.LG2024
ILASH: A Predictive Neural Architecture Search Framework for Multi-Task Applications
Md Hafizur Rahman, Md Mashfiq Rizvee, Sumaiya Shomaji +1
Artificial intelligence (AI) is widely used in various fields including healthcare, autonomous vehicles, robotics, traffic monitoring, and agriculture. Many modern AI applications…