13 citations · 13 across the 5 of their papers we have counts for
5 papers
Finite-Time Markov-Parameter Identification of LTI Systems Using Non-Causal FIR Models: A Unified Framework for Stable and Unstable Systems
Ahmad Al-Tawaha, Ming Jin, Khaled F. Aljanaideh
We present a finite-time framework for identifying stable and unstable linear time-invariant (LTI) systems from a single closed-loop input-output trajectory. The method does not re…
Remembering More, Risking More: Longitudinal Safety Risks in Memory-Equipped LLM Agents
Ahmad Al-Tawaha, Shangding Gu, Peizhi Niu +2
Safety evaluations of memory-equipped LLM agents typically measure within-task safety: whether an agent completes a single scenario safely, often under adversarial conditions such…
Defense against Joint Poison and Evasion Attacks: A Case Study of DERMS
Zain ul Abdeen, Padmaksha Roy, Ahmad Al-Tawaha +6
There is an upward trend of deploying distributed energy resource management systems (DERMS) to control modern power grids. However, DERMS controller communication lines are vulner…
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
Bilgehan Sel, Ahmad Al-Tawaha, Vanshaj Khattar +2
Current literature, aiming to surpass the "Chain-of-Thought" approach, often resorts to external modi operandi involving halting, modifying, and then resuming the generation proces…
Monte Carlo Grid Dynamic Programming: Almost Sure Convergence and Probability Constraints
Mohammad S. Ramadan, Ahmad Al-Tawaha, Mohamed Shouman +2
Dynamic Programming (DP) suffers from the well-known ``curse of dimensionality'', further exacerbated by the need to compute expectations over process noise in stochastic models. T…