7 citations · 7 across the 9 of their papers we have counts for
10 papers
A Competing-Hazards Systematization of Loss of Control in Autonomous Agents
Mohamed Aly Bouke
Leading AI developers have reported agents acting beyond their approved limits, which a United Nations panel described as an early warning of loss of human control. Yet incident re…
Sentence-Level Context Sensitivity as a Training-Free Detector of Unsupported Content, Evaluated Against Trained Verifiers
Mohamed Aly Bouke
Retrieval-augmented generation (RAG) assistants summarize records in clinical and legal work, where one unsupported sentence can mislead a reader. The contrast between an output's…
Multi-Level Distributional Entropy from Flow Summary Statistics for Explainable Network Intrusion Detection
Mohamed Aly Bouke, Md Shohel Sayeed, Swee-Huay Heng +2
Machine learning network intrusion detection systems (IDS) operate on aggregate flow statistics that discard the distributional structure of traffic, and although information-theor…
The Hashed Fractal Key Recovery (HFKR) Problem: From Symbolic Path Inversion to Post-Quantum Cryptographic Keys
Mohamed Aly Bouke
Classical cryptographic systems rely heavily on structured algebraic problems, such as factorization, discrete logarithms, or lattice-based assumptions, which are increasingly vuln…
On the Intractability of Chaotic Symbolic Walks: Toward a Non-Algebraic Post-Quantum Hardness Assumption
Mohamed Aly Bouke
Most classical and post-quantum cryptographic assumptions, including integer factorization, discrete logarithms, and Learning with Errors (LWE), rely on algebraic structures such a…
The Theory of the Unique Latent Pattern: A Formal Epistemic Framework for Structural Singularity in Complex Systems
Mohamed Aly Bouke
This paper introduces the Theory of the Unique Latent Pattern (ULP), a formal epistemic framework that redefines the origin of apparent complexity in dynamic systems. Rather than a…
Fractal Attractors in Random Nonlinear Iterated Function Systems: Existence, Stability, and Dimensional Properties
Mohamed Aly Bouke
This study develops a comprehensive theoretical and computational framework for Random Nonlinear Iterated Function Systems (RNIFS), a generalization of classical IFS models that in…
Data Dams: A Novel Framework for Regulating and Managing Data Flow in Large-Scale Systems
Mohamed Aly Bouke, Azizol Abdullah, Korhan Cengiz +4
In the era of big data, managing dynamic data flows efficiently is crucial as traditional storage models struggle with real-time regulation and risk overflow. This paper introduces…
Entropy Mixing Networks: Enhancing Pseudo-Random Number Generators with Lightweight Dynamic Entropy Injection
Mohamed Aly Bouke, Omar Imhemmed Alramli, Azizol Abdullah +4
Random number generation plays a vital role in cryptographic systems and computational applications, where uniformity, unpredictability, and robustness are essential. This paper pr…
African Union Convention on Cyber Security and Personal Data Protection: Challenges and Future Directions
MA. Bouke, A. Abdullah, SH. ALshatebi +2
This paper investigates the challenges and opportunities of implementing the African Union Convention on Cyber Security and Personal Data Protection (AUDPC) across Africa. Focusing…