3 citations · 11 across the 16 of their papers we have counts for
16 papers
LAAF: A Layered Accountability Architecture Framework for LLM Applications
Prachi Chaturvedi, Shahnawaz Ahmad, Ehsan Nowroozi +5
Large Language Models (LLMs) operate in hospitals, courtrooms, banks, and public service desks, where fluent, confident outputs are treated as authoritative even when ungrounded or…
Toward Safe LLM Agents: A Survey of Specification, Verification, and Enforcement
Pierre Dantas, Lucas Cordeiro, Ehsan Nowroozi +2
Large Language Model (LLM) agents take irreversible real-world actions, yet no system gives formally grounded, task-level safety guarantees for their plans. We examined this gap in…
Mitigating Label Flipping Attacks in Malicious URL Detectors Using Ensemble Trees
Ehsan Nowroozi, Nada Jadalla, Samaneh Ghelichkhani +1
Malicious URLs provide adversarial opportunities across various industries, including transportation, healthcare, energy, and banking which could be detrimental to business operati…
Federated Learning Under Attack: Exposing Vulnerabilities through Data Poisoning Attacks in Computer Networks
Ehsan Nowroozi, Imran Haider, Rahim Taheri +1
Federated Learning (FL) is a machine learning (ML) approach that enables multiple decentralized devices or edge servers to collaboratively train a shared model without exchanging r…
Unscrambling the Rectification of Adversarial Attacks Transferability across Computer Networks
Ehsan Nowroozi, Samaneh Ghelichkhani, Imran Haider +1
Convolutional neural networks (CNNs) models play a vital role in achieving state-of-the-art performances in various technological fields. CNNs are not limited to Natural Language P…
Spritz-PS: Validation of Synthetic Face Images Using a Large Dataset of Printed Documents
Ehsan Nowroozi, Yoosef Habibi, Mauro Conti
The capability of doing effective forensic analysis on printed and scanned (PS) images is essential in many applications. PS documents may be used to conceal the artifacts of image…