activity
20202026
most citedA Reinforcement Learning Approach for GNSS Spoofing Attack Detection of Autonomous Vehicles

29 citations · 65 across the 27 of their papers we have counts for

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Showing 2026Show all

7 papers · 1 filter

eess.SP2026

Beyond Legacy L1 C/A: Characterizing Advanced Multi-Frequency Spoofing Against Multi-Frequency GPS Receivers for Autonomous Navigation

Minhaj Uddin Ahmad, Muhammad Sami Irfan, Sagar Dasgupta +2

Autonomous vehicles increasingly rely on high-end multi-frequency GNSS receivers that track modernized civil signals, such as L2C, L5, and L1C, alongside legacy GPS L1~C/A. Althoug…

cs.CR2026

LLMSec-AV: A Vulnerability Taxonomy and LLM-Driven Software Weakness Discovery Framework for Autonomous Vehicles

Md. Wasiul Haque, Sagar Dasgupta, Mizanur Rahman

Automated vehicles rely on millions of lines of safety-critical software, yet general-purpose analyzers do not understand which code can affect vehicle motion. This study asks whet…

cs.CR2026

Structured Driving-State Narratives for Small Language Model-Based GNSS Spoofing Detection

Abyad Enan, Sagar Dasgupta, Mizanur Rahman +1

Autonomous vehicles (AVs) depend on reliable Global Navigation Satellite System (GNSS) positioning. However, spoofed GNSS signals can induce plausible but incorrect vehicle states.…

cs.SE2026

LLM-Assisted Dynamic Threat Analysis for Attacker-Reachable Software Weaknesses in Autonomous Vehicles

Md Wasiul Haque, Sagar Dasgupta, Mizanur Rahman +1

Autonomous vehicles depend on large safety-critical software stacks, where weaknesses reachable from adversarial inputs may affect steering, braking, or other control decisions. St…

cs.CR2026

Treating Statewide CORS Networks as Spatially Distributed Sensors for GNSS Integrity Monitoring under Unintentional and Deliberate Threats

Minhaj Uddin Ahmad, Sagar Dasgupta, Muhammad Sami Irfan +3

State departments of transportation (DOTs) in the United States increasingly rely on statewide continuously operating reference station (CORS) networks to support high-precision Gl…

cs.PF2026

Deployment Feasibility Analysis of Post-Quantum Digital Signatures in Safety-Critical C-V2X Communication for Urban Mobility Scenario

Akid Abrar, Sagar Dasgupta, Abdullah Al Mamun +4

The transition from the classical ECDSA to PQC creates substantially larger authentication payloads for safety-critical C-V2X sidelink communication. This study determines which NI…

cs.CV2026

Development of Vision-Language Model-based GNSS Spoofing Detection for Autonomous Vehicle Navigation

Mohammed Aldeen, Muhammad Sami Irfan, Sagar Dasgupta +3

Autonomous vehicles (AVs) depend on Global Navigation Satellite Systems (GNSS) for localization and navigation, making them vulnerable to spoofing attacks that can covertly redirec…