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Bibliographic Details
Main Authors:	Ben-Tov, Matan, Sharif, Mahmood
Format:	Preprint
Published:	2024
Subjects:	Cryptography and Security Computation and Language
Online Access:	https://arxiv.org/abs/2412.20953
Tags:	Add Tag No Tags, Be the first to tag this record!

CaFA: Cost-aware, Feasible Attacks With Database Constraints Against Neural Tabular Classifiers
by: Ben-Tov, Matan, et al.
Published: (2025)

Impactful Bit-Flip Search on Full-precision Models
by: Benedek, Nadav, et al.
Published: (2024)

Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation
by: Zhang, Jiankun, et al.
Published: (2025)

Exploring Backdoor Vulnerabilities of Chat Models
by: Hao, Yunzhuo, et al.
Published: (2024)

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

WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks
by: Shetty, Anudeex, et al.
Published: (2024)

Exploring Vulnerabilities and Protections in Large Language Models: A Survey
by: Liu, Frank Weizhen, et al.
Published: (2024)

Are My Optimized Prompts Compromised? Exploring Vulnerabilities of LLM-based Optimizers
by: Zhao, Andrew, et al.
Published: (2025)

Relevance as a Vulnerability: How Web Retrieval Degrades Safety Alignment in LLM Agents
by: Nawal, Aditya, et al.
Published: (2026)

Fun-tuning: Characterizing the Vulnerability of Proprietary LLMs to Optimization-based Prompt Injection Attacks via the Fine-Tuning Interface
by: Labunets, Andrey, et al.
Published: (2025)

A First Look at GPT Apps: Landscape and Vulnerability
by: Zhang, Zejun, et al.
Published: (2024)

Exploring Membership Inference Vulnerabilities in Clinical Large Language Models
by: Nemecek, Alexander, et al.
Published: (2025)

Exploring ChatGPT's Capabilities on Vulnerability Management
by: Liu, Peiyu, et al.
Published: (2023)

The Double-edged Sword of LLM-based Data Reconstruction: Understanding and Mitigating Contextual Vulnerability in Word-level Differential Privacy Text Sanitization
by: Meisenbacher, Stephen, et al.
Published: (2025)

ChatNVD: Advancing Cybersecurity Vulnerability Assessment with Large Language Models
by: Chopra, Shivansh, et al.
Published: (2024)

RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?
by: Cao, Di, et al.
Published: (2024)

ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content
by: Chandna, Bhavik, et al.
Published: (2025)

A Character-based Diffusion Embedding Algorithm for Enhancing the Generation Quality of Generative Linguistic Steganographic Texts
by: Chen, Yingquan, et al.
Published: (2025)

HackWorld: Evaluating Computer-Use Agents on Exploiting Web Application Vulnerabilities
by: Ren, Xiaoxue, et al.
Published: (2025)

Disabling Self-Correction in Retrieval-Augmented Generation via Stealthy Retriever Poisoning
by: Dai, Yanbo, et al.
Published: (2025)

The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)
by: Zeng, Shenglai, et al.
Published: (2024)

MultiFuzz: A Dense Retrieval-based Multi-Agent System for Network Protocol Fuzzing
by: Maklad, Youssef, et al.
Published: (2025)

CVE-LLM : Ontology-Assisted Automatic Vulnerability Evaluation Using Large Language Models
by: Ghosh, Rikhiya, et al.
Published: (2025)

Overlooked Safety Vulnerability in LLMs: Malicious Intelligent Optimization Algorithm Request and its Jailbreak
by: Gu, Haoran, et al.
Published: (2026)

Universal Zero-shot Embedding Inversion
by: Zhang, Collin, et al.
Published: (2025)

Red Teaming the Mind of the Machine: A Systematic Evaluation of Prompt Injection and Jailbreak Vulnerabilities in LLMs
by: Pathade, Chetan
Published: (2025)

What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs
by: Kim, Sangyeop, et al.
Published: (2025)

Toward Cybersecurity-Expert Small Language Models
by: Levi, Matan, et al.
Published: (2025)

How Vulnerable Are Edge LLMs?
by: Ding, Ao, et al.
Published: (2026)

Retrieval-Augmented Few-Shot Prompting Versus Fine-Tuning for Code Vulnerability Detection
by: Trad, Fouad, et al.
Published: (2025)

LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries
by: Wu, Zekun, et al.
Published: (2025)

Exposing Citation Vulnerabilities in Generative Engines
by: Mochizuki, Riku, et al.
Published: (2025)

Block-wise Codeword Embedding for Reliable Multi-bit Text Watermarking
by: Kim, Joeun, et al.
Published: (2026)

Geometry-Aware Localized Watermarking for Copyright Protection in Embedding-as-a-Service
by: Chen, Zhimin, et al.
Published: (2026)

Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors
by: Peng, Yuefeng, et al.
Published: (2024)

Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs
by: Liu, Yepeng, et al.
Published: (2025)

SoK: Privacy Risks and Mitigations in Retrieval-Augmented Generation Systems
by: Bodea, Andreea-Elena, et al.
Published: (2026)

EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models
by: Zhang, Ruisi, et al.
Published: (2024)

LLMAtKGE: Large Language Models as Explainable Attackers against Knowledge Graph Embeddings
by: Li, Ting, et al.
Published: (2025)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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