Copertina

Autonomous Chain-of-Thought Distillation for Graph-Based Fraud Detection

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Li, Yuan, Hu, Jun, Hooi, Bryan, He, Bingsheng, Chen, Cheng
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computation and Language Cryptography and Security
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud Attacks
di: Xu, Naen, et al.
Pubblicazione: (2026)

KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection
di: Li, Yuexin, et al.
Pubblicazione: (2024)

Privacy in Large Language Models: Attacks, Defenses and Future Directions
di: Li, Haoran, et al.
Pubblicazione: (2023)

CoTGuard: Using Chain-of-Thought Triggering for Copyright Protection in Multi-Agent LLM Systems
di: Wen, Yan, et al.
Pubblicazione: (2025)

MIRAGE: Multimodal Immersive Reasoning and Guided Exploration for Red-Team Jailbreak Attacks
di: You, Wenhao, et al.
Pubblicazione: (2025)

Preemptive Answer "Attacks" on Chain-of-Thought Reasoning
di: Xu, Rongwu, et al.
Pubblicazione: (2024)

Automated Phishing Detection Using URLs and Webpages
di: Wang, Huilin, et al.
Pubblicazione: (2024)

From Thinking to Output: Chain-of-Thought and Text Generation Characteristics in Reasoning Language Models
di: Liu, Junhao, et al.
Pubblicazione: (2025)

Geneshift: Impact of different scenario shift on Jailbreaking LLM
di: Wu, Tianyi, et al.
Pubblicazione: (2025)

Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory
di: Li, Haoran, et al.
Pubblicazione: (2024)

Argus: Reorchestrating Static Analysis via a Multi-Agent Ensemble for Full-Chain Security Vulnerability Detection
di: Liang, Zi, et al.
Pubblicazione: (2026)

AliMark: Enhancing Robustness of Sentence-Level Watermarking Against Text Paraphrasing
di: Li, Yuexin, et al.
Pubblicazione: (2026)

"Yes, My LoRD." Guiding Language Model Extraction with Locality Reinforced Distillation
di: Liang, Zi, et al.
Pubblicazione: (2024)

MBTSAD: Mitigating Backdoors in Language Models Based on Token Splitting and Attention Distillation
di: Ding, Yidong, et al.
Pubblicazione: (2025)

RTD-Guard: A Black-Box Textual Adversarial Detection Framework via Replacement Token Detection
di: Zhu, He, et al.
Pubblicazione: (2026)

GraphSteal: Structural Knowledge Stealing from Graph RAG via Traversal Reconstruction
di: Gu, Jinze, et al.
Pubblicazione: (2026)

Can Indirect Prompt Injection Attacks Be Detected and Removed?
di: Chen, Yulin, et al.
Pubblicazione: (2025)

Efficient and Stealthy Jailbreak Attacks via Adversarial Prompt Distillation from LLMs to SLMs
di: Li, Xiang, et al.
Pubblicazione: (2025)

Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment
di: Rad, Melissa Kazemi, et al.
Pubblicazione: (2025)

"I Strongly Suspect This Website Is a Scam": Benchmarking PII Leakage and Detection without Defense in Autonomous Web Agents
di: Roy, Soham, et al.
Pubblicazione: (2026)

Self and Cross-Model Distillation for LLMs: Effective Methods for Refusal Pattern Alignment
di: Li, Jie, et al.
Pubblicazione: (2024)

Bergeron: Combating Adversarial Attacks through a Conscience-Based Alignment Framework
di: Pisano, Matthew, et al.
Pubblicazione: (2023)

Rethinking Backdoor Detection Evaluation for Language Models
di: Yan, Jun, et al.
Pubblicazione: (2024)

ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark
di: Liu, Kangwei, et al.
Pubblicazione: (2025)

LLM-based Privacy Data Augmentation Guided by Knowledge Distillation with a Distribution Tutor for Medical Text Classification
di: Song, Yiping, et al.
Pubblicazione: (2024)

SALT: Steering Activations towards Leakage-free Thinking in Chain of Thought
di: Batra, Shourya, et al.
Pubblicazione: (2025)

Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods
di: Chen, Yulin, et al.
Pubblicazione: (2025)

CAPID: Context-Aware PII Detection for Question-Answering Systems
di: Ponomarenko, Mariia, et al.
Pubblicazione: (2026)

RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation
di: Zhao, Tianzhe, et al.
Pubblicazione: (2025)

DiDOTS: Knowledge Distillation from Large-Language-Models for Dementia Obfuscation in Transcribed Speech
di: Woszczyk, Dominika, et al.
Pubblicazione: (2024)

Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method
di: Zhang, Weichao, et al.
Pubblicazione: (2024)

Fingerprinting LLMs via Prompt Injection
di: Hu, Yuepeng, et al.
Pubblicazione: (2025)

Chain-of-Code Collapse: Reasoning Failures in LLMs via Adversarial Prompting in Code Generation
di: Roh, Jaechul, et al.
Pubblicazione: (2025)

Chain-of-Lure: A Universal Jailbreak Attack Framework using Unconstrained Synthetic Narratives
di: Chang, Wenhan, et al.
Pubblicazione: (2025)

Behavioral Canaries: Auditing Private Retrieved Context Usage in RL Fine-Tuning
di: Chen, Chaoran, et al.
Pubblicazione: (2026)

Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System
di: He, Haorui, et al.
Pubblicazione: (2025)

Steering the CensorShip: Uncovering Representation Vectors for LLM "Thought" Control
di: Cyberey, Hannah, et al.
Pubblicazione: (2025)

GradEscape: A Gradient-Based Evader Against AI-Generated Text Detectors
di: Meng, Wenlong, et al.
Pubblicazione: (2025)

Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
di: Antebi, Sagiv, et al.
Pubblicazione: (2025)

SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks
di: He, Xuanli, et al.
Pubblicazione: (2024)