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Large Language Models (LLMs) and Generative AI in Cybersecurity and Privacy: A Survey of Dual-Use Risks, AI-Generated Malware, Explainability, and Defensive Strategies

arXiv:2607.06963v1 Announce Type: cross Abstract: Large Language Models (LLMs) and generative AI (GenAI) systems, such as ChatGPT, Claude, Gemini, LLaMA, Copilot, Stable Diffusion by OpenAI, Anthropic

model-releasesarxiv-cs-ai

9 Jul 2026

Search: “anthropic”

How Well Do Models Follow Their Constitutions?

Authority Signals in Claude AI Health Citations: A Descriptive Analysis Using the Authority Signals Framework

Benchmarking Mythos-Linked Bug Rediscovery

Authoring Agent Skills: A Software-Engineering Approach

Large Language Models (LLMs) and Generative AI in Cybersecurity and Privacy: A Survey of Dual-Use Risks, AI-Generated Malware, Explainability, and Defensive Strategies

Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI

MCP Server Architecture Patterns for LLM-Integrated Applications

IPO Finance Agent: Evaluation of LLM Financial Analysts beyond Finance Agent v2, with Automated Rubric Generation -- the Case of the SpaceX (SPCX) IPO

Chatbots Output Meaningful (but Problematic) Language

First head-to-head comparison of agentic AI applied to the analysis of simulated data of the Einstein Telescope

Persona Conditioning of Brand Recommendations in Retrieval-Augmented Commercial Chat: A Prominence-Stratified Cross-Provider Audit

A Two-Dimensional Framework for AI Agent Design Patterns: Cognitive Function and Execution Topology

TSCG: Deterministic Tool-Schema Compilation for Agentic LLM Deployments

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Lost in Cultural Translation: Do LLMs Struggle with Math Across Cultural Contexts?

Confidently Wrong: Exception Chain Collapse in Frontier LLM Rule Evaluation

Pixels for Programs? A Cross-Provider Case Study of Input-Token Accounting for Source Code as Text and Images

ChannelGuard: Safe Models Do Not Compose into Safe Multi-Agent Systems

Scaffold Effects on GAIA: A Controlled Comparison

ASE-26: a curriculum for agentic software engineering as a discipline

AMEL: Accumulated Message Effects on LLM Judgments

Position: AI Security Policy Should Target Systems, Not Models

GitSkills: A Dataset of Agent Skills on GitHub

Automating Deception: Scalable Multi-Turn LLM Jailbreaks

Can Open-Weight Models Compete on Financial Text Comprehension?

Stealing Reasoning Traces from Proprietary LLM APIs

When Counterbalancing Hides the Bias: Access-Conditioned Position Lock in Forced-Choice LLM Evaluation

Critical Acclaim Orientation in Large Language Models: Evidence from Film Preference Elicitation

Beyond Accuracy: A Multidimensional Evaluation of Statistical Reasoning in Large Language Models

How Closely Do LLM Reviews Align with Human Peer Review?

LayerRAG-Bench: A Cross-Layer Reliability Benchmark for Agentic Retrieval-Augmented Generation

Constitutional Midtraining: Content Presence Drives Alignment Gains

Identifying Implicit Bias in LLM-based Chat AI Toward People with Intellectual Disabilities

OptimismBench: Forecasting Bias and the Alignment Effect in Language Model Judgment

Beyond Shapley: An Influence-Based Data Auditing Pipeline for LLM Alignment and Evaluation

Modeling Memory-Dependent Reliability of LLMs: A Hidden Markov Model

Case study: solving P-99 with LPTP and an LLM

IssueTrojanBench: Benchmarking AI Coding Agents Against Malicious Issue Requests

Coercion and Deception in AI-to-AI Management: An Agentic Benchmark of Unprompted Escalation

When Shippers Become Algorithms: Candidate Exposure, Information Design, and the Concentration of LLM-Mediated Freight Markets

Context Graphs for Proactive Enterprise Agents

SPL: Orchestrating Workflows with Declarative Deterministic-Probabilistic Composition

The Jagged Global Economy: Frontier AI Unevenly Exposes National Economies

meta-pipe: An LLM-agent pipeline for end-to-end automated systematic review and meta-analysis

Not-quite-human tastes: the stylized omnivorousness of LLM survey surrogates

Divergent Recommendations, Convergent Diagnoses: Cross-Provider Failure-Mode Convergence in AI Commercial Recommendation

Generative AI and Copyright Infringement: A Legal-Technical Analysis of AI Music Generation Systems Under 17 U.S.C. Title 17

AgentRivet: an automated system for producing Rivet routines from journal publications