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Research Paper Showcase 2026

Research Paper Showcase 2026

The 22 research papers featured in the 2026 showcase highlight the impact and quality of CCI-funded cybersecurity research in the areas of AI, cryptography, privacy, data protection, cyber defense, extended reality, emerging platforms, and human-centered cybersecurity. Paper authors include researchers from the College of William & Mary, George Mason University, Old Dominion University, University of Virginia, Virginia Military Institute, and Virginia Tech.

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AI & Autonomous Systems Security

Artificial intelligence is transforming cybersecurity—and creating new security challenges of its own. This research explores AI-powered cyber defense, secure AI deployment, machine learning resilience, AI evaluation, and the protection of increasingly autonomous systems.

VT • UToledo • UManitoba • UCF

BOCLOAK: Optimal Transport-Guided Adversarial Attacks on Graph Neural Network-Based Bot Detection

43rd International Conference on Machine Learning (ICML), 2026

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GMU • VMI

A Comprehensive Assessment Tool for Prompt Injection Attacks in Large Language Models (LLMs)

IEEE 5th International Conference on AI in Cybersecurity (ICAIC), 2026

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VT • MIT

An Empirical Study of LLM Serving in Confidential GPUs

IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2026

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VT

FedHusky: Accelerating Hybrid Federated Learning with Client Hopping

The 24th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt)

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VT • UCF

MoltGraph: A Longitudinal Temporal Graph Dataset of Moltbook for Coordinated-Agent Detection

1st ACM Conference on AI and Agentic Systems (ACM CAIS), 2026

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GMU • Cornell Tech • W&M

OmniVul: A Holistic, Multi-Turn Conversational Benchmark for LLM-Based Vulnerability Assessment

32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '26)

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GMU • SIU

StealthInk: A Multi-bit and Stealthy Watermark for Large Language Models

2025 International Conference on Machine Learning

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GMU • USF

Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers

ACM Transactions on Internet Technology

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Cryptography, Privacy & Data Protection

From post-quantum cryptography to privacy-preserving computation, these projects advance the technologies that protect sensitive information, secure communications, and safeguard data in an increasingly connected world.

VT • ADA • UP • UNIPASSAU

Auditing Fairness-Privacy Trade-offs: Subpopulation-Level Effects of Fairness-Enhancing Algorithms

IEEE European Symposium on Security and Privacy (EuroS&P 2026)

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GMU

AXIOS: Energy-Efficient Acceleration of Hash-Based Post-Quantum Cryptographic Schemes on Embedded Spatial Architectures

2025 34th International Conference on Parallel Architectures and Compilation Techniques (PACT 2025)

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GMU

Exposing Privacy Risks in Anonymizing Clinical Data: Combinatorial Refinement Attacks on k-Anonymity Without Auxiliary Information

ACM Conference on Computer and Communications Security (CCS 2025)

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VT

FROST: Efficient Single-Round Obfuscation of Search and Result Patterns in Searchable Encryption

33rd ACM Conference on Computer and Communications Security 2026 (CCS 2026)

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GMU • UC Merced

SHAFI: Securing Hash-Based Post-Quantum Cryptography from Hardware Fault Injection Attacks

2025 Asian Hardware Oriented Security and Trust Symposium (Asian-HOST 2025)

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GMU

THENA: Accelerating Torus Fully Homomorphic Encryption on Energy-Efficient Heterogeneous Architecture

2025 IEEE 43rd International Conference on Computer Design (ICCD 2025)

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Cyber Defense & Threat Detection

Effective cyber defense depends on detecting, understanding, and responding to sophisticated threats. These projects advance threat detection, attack investigation, cyber operations, and resilient defense strategies for modern digital systems.

UVA • Fortinet

Catch Me If You Can: Detector-Resistant Evasion via Semantics-Preserving Command Re-Realization

IEEE Symposium on Security and Privacy, 2026

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VT • Igalia • TUD

LIPPEN: A Lightweight In-Place Pointer Encryption Architecture for Pointer Integrity

International Symposium on Computer Architecture (ISCA) 2026

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ODU • AUSMT • WPI • VT

Neurosymbolic Learning for Advanced Persistent Threat Detection under Extreme Class Imbalance

IEEE International Conference on Communications (ICC 2026), Internet of Things

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VT

Provexa: Enabling Efficient Attack Investigation via Human-in-the-Loop Security Analysis

International Conference on Very Large Data Bases (VLDB)

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Extended Reality & Emerging Platforms

Emerging technologies introduce new opportunities—and new risks. This research explores privacy, security, and trust in virtual reality, augmented reality, eye tracking, and next-generation computing platforms.

VT

EyeSpy: Inferring Eye Gaze via Side-Channel Attacks Against Foveated Rendering

47th IEEE Symposium on Security and Privacy

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VT

Rethinking Privacy Indicators in Extended Reality: Multimodal Design for Situationally Impaired Bystanders

2025 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)

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VT • RIT

Visceral Notices and Privacy Mechanisms for Eye Tracking in Augmented Reality

IEEE International Symposium on Mixed and Augmented Reality (ISMAR)

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Human-Centered Cybersecurity

Technology alone cannot solve cybersecurity challenges. These projects focus on people, behavior, education, and awareness to help individuals and communities make safer decisions in an increasingly digital world.

VT • Clemson

Interactive Theatre as an Andragogical Tool: Assessing a Cybersecurity Program Across Adult Age Groups

Social Sciences

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Interested in participating? View the 2026 Research Paper Showcase Calls for Papers to learn more about the submission process and future opportunities.

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