Dependable Artificial Intelligence with Reliability and Security (DAIReS): A Unified Syndrome Decoding Approach for Hallucination and Backdoor Trigger Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Surendrababu, Hema Karnam, Nagaraj, Nithin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Chaos Driven Metric for Backdoor Attack Detection
by: Surendrababu, Hema Karnam, et al.
Published: (2025)
by: Surendrababu, Hema Karnam, et al.
Published: (2025)
Isolate Trigger: Detecting and Eliminating Adaptive Backdoor Attacks
by: Sun, Chengrui, et al.
Published: (2025)
by: Sun, Chengrui, et al.
Published: (2025)
Hardware-Triggered Backdoors
by: Möller, Jonas, et al.
Published: (2026)
by: Möller, Jonas, et al.
Published: (2026)
When Forgetting Triggers Backdoors: A Clean Unlearning Attack
by: Arazzi, Marco, et al.
Published: (2025)
by: Arazzi, Marco, et al.
Published: (2025)
A Practical Trigger-Free Backdoor Attack on Neural Networks
by: Wang, Jiahao, et al.
Published: (2024)
by: Wang, Jiahao, et al.
Published: (2024)
Meme Trojan: Backdoor Attacks Against Hateful Meme Detection via Cross-Modal Triggers
by: Wang, Ruofei, et al.
Published: (2024)
by: Wang, Ruofei, et al.
Published: (2024)
Removing the Trigger, Not the Backdoor: Alternative Triggers and Latent Backdoors
by: Abad, Gorka, et al.
Published: (2026)
by: Abad, Gorka, et al.
Published: (2026)
The Trigger in the Haystack: Extracting and Reconstructing LLM Backdoor Triggers
by: Bullwinkel, Blake, et al.
Published: (2026)
by: Bullwinkel, Blake, et al.
Published: (2026)
Backdoor Contrastive Learning via Bi-level Trigger Optimization
by: Sun, Weiyu, et al.
Published: (2024)
by: Sun, Weiyu, et al.
Published: (2024)
Evolutionary Trigger Detection and Lightweight Model Repair Based Backdoor Defense
by: Zhou, Qi, et al.
Published: (2024)
by: Zhou, Qi, et al.
Published: (2024)
The Security and Privacy of Mobile Edge Computing: An Artificial Intelligence Perspective
by: Wang, Cheng, et al.
Published: (2024)
by: Wang, Cheng, et al.
Published: (2024)
Trigger Where It Hurts: Unveiling Hidden Backdoors through Sensitivity with Sensitron
by: Zhao, Gejian, et al.
Published: (2025)
by: Zhao, Gejian, et al.
Published: (2025)
HPE: Hallucinated Positive Entanglement for Backdoor Attacks in Federated Self-Supervised Learning
by: Wang, Jiayao, et al.
Published: (2026)
by: Wang, Jiayao, et al.
Published: (2026)
Who Speaks for the Trigger? Dynamic Expert Routing in Backdoored Mixture-of-Experts Transformers
by: Zhao, Xin, et al.
Published: (2025)
by: Zhao, Xin, et al.
Published: (2025)
Mitigating Backdoor Triggered and Targeted Data Poisoning Attacks in Voice Authentication Systems
by: Mohammadi, Alireza, et al.
Published: (2025)
by: Mohammadi, Alireza, et al.
Published: (2025)
DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders
by: Hou, Sizai, et al.
Published: (2024)
by: Hou, Sizai, et al.
Published: (2024)
MTRE: Multi-Token Reliability Estimation for Hallucination Detection in VLMs
by: Zollicoffer, Geigh, et al.
Published: (2025)
by: Zollicoffer, Geigh, et al.
Published: (2025)
M-to-N Backdoor Paradigm: A Multi-Trigger and Multi-Target Attack to Deep Learning Models
by: Hou, Linshan, et al.
Published: (2022)
by: Hou, Linshan, et al.
Published: (2022)
Towards Stealthy and Effective Backdoor Attacks on Lane Detection: A Naturalistic Data Poisoning Approach
by: Liao, Yifan, et al.
Published: (2025)
by: Liao, Yifan, et al.
Published: (2025)
Backdoors in DRL: Four Environments Focusing on In-distribution Triggers
by: Ashcraft, Chace, et al.
Published: (2025)
by: Ashcraft, Chace, et al.
Published: (2025)
Revisiting Training-Inference Trigger Intensity in Backdoor Attacks
by: Lin, Chenhao, et al.
Published: (2025)
by: Lin, Chenhao, et al.
Published: (2025)
Invisible Textual Backdoor Attacks based on Dual-Trigger
by: Hou, Yang, et al.
Published: (2024)
by: Hou, Yang, et al.
Published: (2024)
Watch the Watcher! Backdoor Attacks on Security-Enhancing Diffusion Models
by: Li, Changjiang, et al.
Published: (2024)
by: Li, Changjiang, et al.
Published: (2024)
Attack by Yourself: Effective and Unnoticeable Multi-Category Graph Backdoor Attacks with Subgraph Triggers Pool
by: Li, Jiangtong, et al.
Published: (2024)
by: Li, Jiangtong, et al.
Published: (2024)
BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federated Learning
by: Li, Songze, et al.
Published: (2024)
by: Li, Songze, et al.
Published: (2024)
A Channel-Triggered Backdoor Attack on Wireless Semantic Image Reconstruction
by: Wan, Jialin, et al.
Published: (2025)
by: Wan, Jialin, et al.
Published: (2025)
Phishing Email Detection Using Inputs From Artificial Intelligence
by: Paul, Mithün, et al.
Published: (2024)
by: Paul, Mithün, et al.
Published: (2024)
Improving Cybercrime Detection and Digital Forensics Investigations with Artificial Intelligence
by: Sanna, Silvia Lucia, et al.
Published: (2025)
by: Sanna, Silvia Lucia, et al.
Published: (2025)
Advancing Security in AI Systems: A Novel Approach to Detecting Backdoors in Deep Neural Networks
by: Hossain, Khondoker Murad, et al.
Published: (2024)
by: Hossain, Khondoker Murad, et al.
Published: (2024)
Shortcuts Everywhere and Nowhere: Exploring Multi-Trigger Backdoor Attacks
by: Li, Yige, et al.
Published: (2024)
by: Li, Yige, et al.
Published: (2024)
ME: Trigger Element Combination Backdoor Attack on Copyright Infringement
by: Yang, Feiyu, et al.
Published: (2025)
by: Yang, Feiyu, et al.
Published: (2025)
Backdoor Attack with Invisible Triggers Based on Model Architecture Modification
by: Ma, Yuan, et al.
Published: (2024)
by: Ma, Yuan, et al.
Published: (2024)
Cross-Paradigm Graph Backdoor Attacks with Promptable Subgraph Triggers
by: Liu, Dongyi, et al.
Published: (2025)
by: Liu, Dongyi, et al.
Published: (2025)
STEP: Detecting Audio Backdoor Attacks via Stability-based Trigger Exposure Profiling
by: Wang, Kun, et al.
Published: (2026)
by: Wang, Kun, et al.
Published: (2026)
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review
by: Cheng, Pengzhou, et al.
Published: (2023)
by: Cheng, Pengzhou, et al.
Published: (2023)
Intelligent DoS and DDoS Detection: A Hybrid GRU-NTM Approach to Network Security
by: Panggabean, Caroline, et al.
Published: (2025)
by: Panggabean, Caroline, et al.
Published: (2025)
50 Shades of Deceptive Patterns: A Unified Taxonomy, Multimodal Detection, and Security Implications
by: Shi, Zewei, et al.
Published: (2025)
by: Shi, Zewei, et al.
Published: (2025)
BaThe: Defense against the Jailbreak Attack in Multimodal Large Language Models by Treating Harmful Instruction as Backdoor Trigger
by: Chen, Yulin, et al.
Published: (2024)
by: Chen, Yulin, et al.
Published: (2024)
BadLLM-TG: A Backdoor Defender powered by LLM Trigger Generator
by: Zhang, Ruyi, et al.
Published: (2026)
by: Zhang, Ruyi, et al.
Published: (2026)
DETOUR: A Practical Backdoor Attack against Object Detection
by: Liu, Dazhuang, et al.
Published: (2026)
by: Liu, Dazhuang, et al.
Published: (2026)
Similar Items
-
A Chaos Driven Metric for Backdoor Attack Detection
by: Surendrababu, Hema Karnam, et al.
Published: (2025) -
Isolate Trigger: Detecting and Eliminating Adaptive Backdoor Attacks
by: Sun, Chengrui, et al.
Published: (2025) -
Hardware-Triggered Backdoors
by: Möller, Jonas, et al.
Published: (2026) -
When Forgetting Triggers Backdoors: A Clean Unlearning Attack
by: Arazzi, Marco, et al.
Published: (2025) -
A Practical Trigger-Free Backdoor Attack on Neural Networks
by: Wang, Jiahao, et al.
Published: (2024)