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7th TPS-ISA 2025: Pittsburgh, PA, USA
- 7th IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications, TPS-ISA 2025, Pittsburgh, PA, USA, November 12-14, 2025. IEEE 2025, ISBN 979-8-3315-9691-0

- Cem Ata Baykara, Ali Burak Ünal, Mete Akgün:

Enabling Privacy-Preserving Model Evaluation in Federated Learning via Fully Homomorphic Encryption. 1-10 - Priya Mohan, Yugandhar Reddy Suthari, Sahil Dhir:

Quantifying Trust in Human-AI Teams: A Statistical Framework for Task-Based Calibration of AI Autonomy in Compliance Auditing. 1-14 - Ramesh Raskar, Pradyumna Chari, Mahesh Lambe, Robert Lincourt, Raghu Bala, Aditi Joshi, Jared James Grogan, Abhishek Singh, Ayush Chopra, Rajesh Ranjan, Shailja Gupta, Dimitris Stripelis, Maria Gorskikh, Sichao Wang:

Upgrade or Switch: Do We Need a Next-Gen Trusted Architecture for the Internet of AI Agents? 1-10 - Jiaxang Tang, Zeshan Fayyaz, Mohammad A. Salahuddin, Raouf Boutaba, Zhi-Li Zhang, Ali Anwar:

HERL: Tiered Federated Learning with Adaptive Homomorphic Encryption using Reinforcement Learning. 11-20 - Peilin He, James Joshi:

PPFL-RDSN: Privacy-Preserving Federated Learning-Based Residual Dense Spatial Networks for Encrypted Lossy Image Reconstruction. 21-31 - Imraul Emmaka, Tran Viet Xuan Phuong:

One-Shot Secure Aggregation: A Hybrid Cryptographic Protocol for Private Federated Learning in IoT. 32-42 - Samir Poudel, Kritagya Upadhyay, Jiblal Upadhya:

RBBD: A Representation-Based Framework for Edge-Case Backdoor Defense in Federated Learning. 43-53 - Chidi Agbo

, Hoda Mehrpouyan
:
Enhancing Resilience in Industrial Control Systems: Rapid Attack Detection, Recovery, and Monotonicity Preservation Through STL-GT Online Monitoring. 54-65 - Md. Jahirul Islam, Kazi Aminul Islam:

Robust Physically Realizable Backdoor Attack. 66-75 - Md. Faisal Ahmed, Zhengdao Wang:

Fidelity-Optimizing Defense Mechanism Against Membership Inference Attacks. 76-88 - Avilash Rath, Weiliang Qi, Youpeng Li, Xinda Wang:

NATGVD: Natural Adversarial Example Attack Towards Graph-Based Vulnerability Detection. 89-100 - Maraz Mia, Mir Mehedi A. Pritom:

Explainable But Vulnerable: Adversarial Attacks on XAI Explanation in Cybersecurity Applications. 101-110 - Narges Alipourjeddi, Ali Miri:

Anomaly Detection in Graphs via Topology-Aware Attention Mechanisms. 111-118 - Maxwel Bar-on, Alanood Alqobaisi, Bruhadeshwar Bezawada, Indrakshi Ray, Indrajit Ray:

It's About Time!: Exploiting Timing Variance for IoT Device-Type Fingerprinting. 119-129 - Nouha Oualha, Christophe Janneteau:

Data Access Control in Large Language Models. 130-139 - Kanchon Gharami

, Hansaka Aluvihare
, Shafika Showkat Moni
, Berker Peköz
:
Clone What You Can't Steal: Black-Box LLM Replication via Logit Leakage and Distillation. 140-147 - Leon Garza, Anantaa Kotal, Aritran Piplai, Lavanya Elluri, Prajit Kumar Das, Aman Chadha:

PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction. 148-159 - Md Ajwad Akil, Adrian Shuai Li, Imtiaz Karim, Arun Iyengar, Ashish Kundu, Vinny Parla, Elisa Bertino:

LLMalMorph: On the Feasibility of Generating Variant Malware Using Large-Language-Models. 160-171 - Rakesh Podder, Jason Simental, Elmaddin Azizli, Bharadwaj Mantha

, Indrajit Ray:
CoDICE: Roll the DICE for Firmware Attestation. 183-196 - Shameer Faziludeen, M. S. Arun Sankar, Phillip L. De Leon, Utz Roedig:

Limitations of Watermarking AI-Generated Speech Using AudioSeal. 197-206 - Liyue Fan, Joseph Roberson:

Diffusion Based Face Generation via Image Editing and Image Morphing. 207-212 - Biniyam Mengist Tiruye, Lauren Biernacki, Todd M. Austin:

EDL: Efficient Data-Oblivious Loops. 213-225 - Md. Rakibul Islam, Md. Humaun Kabir, Anwarul Islam Sifat:

Decoding the Decoders: An Empirical Study of Reverse Engineering Questions on Stack Exchange. 226-236 - Callum Turino

, William J. Buchanan, Owen Lo, Christoph Thümmler:
PQC-LEO: An Evaluation Framework for Post-Quantum Cryptographic Algorithms. 237-247 - Gustavo Sánchez

, Ghada Elbez, Veit Hagenmeyer:
Explainable AI in Data Poisoning Threat Models Across the CIA Triad: A Smart Grid Case Study. 248-258 - Md. Faisal Ahmed, Zhengdao Wang:

A Privacy-Fidelity Tradeoff Framework in Post-Processed Machine Learning. 259-269 - Sheikh Samit Muhaimin, Spyridon Mastorakis:

Learning from Literature: A Retraining-Free Framework for LLM Jailbreak Defense via NLP-Based Adversarial Literature Analysis. 270-281 - Md Fazle Rasul

, Alanood Alqobaisi, Bruhadeshwar Bezawada, Indrakshi Ray:
Images in Motion?: A First Look Into Video Leakage in Collaborative Deep Learning. 282-292 - Yuqiao Xu

, Mina Namazi
, Sahith Reddy Jalapally, Osama Zafar
, Youngjin Yoo
, Erman Ayday
:
Privacy-Preserving AI-Enabled Decentralized Learning and Employment Records System. 293-303 - Riadh Ben Chaabene, Darine Amayed, Fehmi Jaafar, Mohamed Cheriet:

FALCON: Federated Anomaly Learning and Collaborative Network for Secure Autonomous Vehicles. 304-313 - Youpeng Li, Kartik Joshi, Xinda Wang, W. Eric Wong:

MAVUL: Multi-Agent Vulnerability Detection via Contextual Reasoning and Interactive Refinement. 314-324 - Mohammad GhasemiGol, Daniel Takabi:

Leveraging Transformer Models and eXplainable Reinforcement Learning Methods for Advanced Intrusion Detection and Response System. 325-333 - Mathilde Durieux, Kayla D. Taylor, Laxima Niure Kandel, Deepti Gupta:

GPS Spoofing Attacks and Pilot Responses Using a Flight Simulator Environment. 334-341 - Thanmai Mandala, Cora Zeger, Tessa Andersen, Gaby G. Dagher

, Jun Zhuang:
VulnDetective: Using LLM Agents to Analyze Common Weaknesses and Identify Smart Contract Vulnerabilities. 342-351 - Harshith Sai Veeraiah, Syed Badruddoja

, Ram Dantu:
XAST: Explainable AST-Transformer for Smart Contract Vulnerability Detection. 352-362 - Maryam Shoaeinaeini

, Brent Harrison:
Guiding Reinforcement Learning Using Uncertainty-Aware Large Language Models. 363-371 - Tejas Sharma, Ashish Kundu:

Security of Operations on Random Numbers. 372-381 - Zilinghan Li, Aditya Sinha, Yijiang Li, Kyle Chard, Kibaek Kim, Ravi K. Madduri:

Experiences Building Enterprise-Level Privacy-Preserving Federated Learning to Power AI for Science. 382-391 - John M. Klamut, Mai Abdelhakim, Samuel J. Dickerson, Ashish Avachat, Heng Ban, Philip Santillo:

Detection of Blacktopped Counterfeit ICs Using Surface Texture Analysis. 392-398 - Amro Alabsi Aljundi, Abhijin Adiga, Philip B. K. Potter, Samarth Swarup, Anil Vullikanti, Madhav V. Marathe:

Challenges in Identifying Illicit Actors in Financial Networks. 409-418 - Rishabh Das

, Aaron Werth
, Tommy H. Morris
:
A Multi-Layered Embedded Intrusion Detection Framework for Programmable Logic Controllers. 419-426 - Andrew S. Hahn, Adam J. Beauchaine, Lee T. Maccarone, Titus A. Gray, Robert S. Lois:

Investigating Physical Consequences of Cyber-Attacks Using a Cyber-Physical Model of a Compressor Station. 427-434 - Al Nahian Bin Emran, Rajendra Upadhyay, Rajendra Paudyal, Lisa Donnan, Duminda Wijesekera:

TPM-Based Continuous Remote Attestation and Integrity Verification for 5G VNFs on Kubernetes. 435-444 - Masoud Barati:

Resilience to Dynamic Load Attacks Under AI Demand and Hyperscale Data Centers. 445-454 - Rajendra Upadhyay, Al Nahian Bin Emran, Rajendra Paudyal, Lisa Donnan, Duminda Wijesekera:

Quantitative Analysis of UAV Intrusion Mitigation for Border Security in 5G with Leo Backhaul Impairments. 455-463 - Gustavo Sánchez

, Fatih Ünal, Alexandra Wins:
Route Choice Prediction Through User Behavior Analysis: Towards Robustness Assessment Under External Perturbations. 464-468 - Danielle McGuire:

Grid-Computer Symbiosis: Towards the Industrial Internet of Things. 469-478 - Jackson Artis, Gregory Falco:

Space-Based Fog Computing Across LEO and MEO Constellations for On-Orbit Hypersonic Detection and Space Domain Awareness. 479-488 - Zeynep Yasemin Erdogan, Shishir Nagaraja

, Chuadhry Mujeeb Ahmed, Ryan Shah:
WaveVerif: Acoustic Side-Channel Based Verification of Robotic Workflows. 489-499 - Calkin Garg

, Omar Rios Cruz, Tessa Andersen, Gaby G. Dagher
, Donald Winiecki
, Min Long
:
AegisBlock: A Privacy-Preserving Medical Research Framework Using Blockchain. 500-508 - Alexander Nemecek, Zebin Yun, Zahra Rahmani, Yaniv Harel, Vipin Chaudhary, Mahmood Sharif, Erman Ayday:

Exploring Membership Inference Vulnerabilities in Clinical Large Language Models. 509-516 - J. Malakai Bailey

, William Yurcik
, O. Sami Saydjari
, Rodolfo da Silva Avelino
, João Luisi Vieira
, Pedro Umbelino
, Gregory Pluta
:
Convergence of Operational Technology/Industrial Control Systems/Internet of Medical Things: Internet-Exposed Medical Device Threats. 517-525 - Shreetika Poudel, Ankur Chattopadhyay:

Examining The CoVCues Dataset: Supporting COVID Infodemic Research Through a Novel User Assessment Study. 526-535 - Yuanyuan Cao, Yi Xu, Leming Zhou:

Evaluating Security Features in Mobile Health Apps: A Systematic Review. 536-542 - Daniel G. Cole, William W. Clark:

A High-Assurance Systems Approach to Medical Device Security. 543-544 - Zhiwei Gong

, Dooman Arefan, Wendie A. Berg, Shandong Wu:
An Unsupervised Domain Adaptation Method to Enhance Diagnostic Model Resilience on Heterogeneous Medical Imaging Data. 545-550 - M. Amin Rahimian, Benjamin Panny, James B. D. Joshi:

Privacy at Scale in Networked Healthcare. 551-560 - Nitish Kumar Chandra, Eneet Kaur, Kaushik P. Seshadreesan

:
Architectural Approaches to Fault-Tolerant Distributed Quantum Computing and Their Entanglement Overheads. 561-572 - Jeremie Pope, Swaroop Ghosh:

Not All Qubits are Utilized Equally. 573-579 - Ankith Mohan, Tobias Haug, Kishor Bharti, Jamie Sikora:

Quantum Heuristics for Linear Optimization Over Large Separable Operators. 580-589 - Debashis Das, Jaclyn Claiborne

, Lexus Brinkley-Tapp, Mikel Houston, Pushpita Chatterjee, Uttam Ghosh:
Towards Quantum-Driven Multimodal Machine Learning: Methods, Challenges, and Future Directions. 590-599 - Xin Jin, Nitish Kumar Chandra, Mohadeseh Azari, Kaushik P. Seshadreesan

, Junyu Liu
:
Quantum-Resistant Networks using Post-Quantum Cryptography. 600-605 - Min Chen, Minzhao Liu, Changhun Oh, Liang Jiang, Yuri Alexeev, Junyu Liu

:
Towards Symmetry-Aware Efficient Simulation of Quantum Systems and Beyond. 606-609 - Morris Yu-Chao Huang, Zhen Tan, Mohan Zhang, Pingzhi Li, Zezhen Ding, Zhuo Zhang, Tianlong Chen:

A Decentralized Framework for Auditing Large Language Model Reasoning. 610-612 - Chaohan Cui, Kailu Zhou, Zheshen Zhang:

Perspective on AI-Empowered Design of Realistic Quantum Optical Devices. 613-615 - Jing Hua, Wenli Wang:

Measuring Privacy Literacy on Generative AI: A Pilot Study of Generation Z. 616-622 - Shivangi Tripathi, Heena Rathore:

Detecting and Correcting Hallucinations in Paragraph-Level Text with Ensemble-Based Evaluation. 623-631 - Mohammed Musthafa Rafi, Adarsh Krishnamurthy, Aditya Balu:

Trustworthy LLM-Mediated Communication: Evaluating Information Fidelity in LLM as a Communicator (LAAC) Framework in Multiple Application Domains. 632-639 - Bishal Thapa, Heena Rathore:

Topic Modeling Analysis of Ethical Framework Separability in LLM-Generated Moral Justifications. 640-649 - Masialeti Masialeti, Wenli Wang

:
The Mediating Role of Explainable AI on Phishing Susceptibility. 650-654 - Afia Darko Asante, Sumaila Iddrisu, Nadhem Ebrahim:

Machine Learning-Based Frameworks for Malware Detection with SHAP Explainability. 655-664 - Atsuya Muramatsu, Hideya Ochiai:

Backdoor-Aware Adaptive Aggregation for Wireless Ad Hoc Federated Learning. 670-677 - Jamil Arbas, Shadan Ghaffaripour, Ali Miri:

Certified Attribute Privacy in Gan Latent Space. 678-687 - Jiongyu Chen, Qiaoning Zhang:

Voice Design and Trust in Automated Vehicles: Findings and a Research Agenda. 688-696 - Jessica K. Barfield:

The Role of Perceived Social Identity in Human-AI Collaboration. 697-702 - Jiren Li, Dooman Arefan, Shandong Wu:

Uncertainty Quantification for Deep Learning-Based Medical Imaging Classification Model Evaluation and Individualized Risk Estimation. 717-723 - Debashis Das, Laure Bien Aime, Pushpita Chatterjee, Uttam Ghosh:

Multimodal Deep Fusion Architecture for Human Activity and Fall Detection in Elderly Care. 724-731

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