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Forensia intelligence desk · 4,100 source documents · 4,068 stories
Live reporting, advisories and research arranged by editorial readiness. Thin sources stay visible, but they are clearly marked instead of being presented as complete analysis.
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Robust Watermarks Meet Backdoored Models: Evading Diffusion Semantic Watermarks via Stealthy Backdoor
Robust Watermarks Meet Backdoored Models: Evading Diffusion Semantic Watermarks via Stealthy Backdoor arXiv:2608.00543v1 Announce Type: new Abstract: Although semantic watermarking is considered a promising safeguard for images generated by Latent Diffusion Models (LDMs), the reliance of the watermark detection pipeline on neural networks introduces a critical yet underexplored backdoor attack surface. To systematically study this vulnerability, we propose GhostVAE to plant …
Exploring Usability and Legal Practice: Insights from German Judicial Users of Digital Forensics
Exploring Usability and Legal Practice: Insights from German Judicial Users of Digital Forensics arXiv:2608.00541v1 Announce Type: new Abstract: Digital forensics has become an integral part of modern criminal proceedings, yet its effective integration remains challenging because of increasing data volumes, evolving technologies, and complex interactions between technical and legal stakeholders. Although prior work has focused primarily on digital forensic tools and methods,…
Auditable Release Control for Pedagogical Leakage in LLM Tutors
Auditable Release Control for Pedagogical Leakage in LLM Tutors arXiv:2608.00515v1 Announce Type: new Abstract: Large language model tutors can be correct and helpful yet disclose an answer or decisive reasoning before that disclosure is authorized. We formalize this state- and action-dependent failure as pedagogical leakage and introduce an authorization-aware complete-mediation boundary. A selector emits one of five disclosure contracts, trusted policy gates privileged mod…
TI-StegoAlign: Channel-Guided Post-Training for Generative Text Steganography under Tokenization Inconsistency
TI-StegoAlign: Channel-Guided Post-Training for Generative Text Steganography under Tokenization Inconsistency arXiv:2608.00382v1 Announce Type: new Abstract: Generative text steganography enables LLM agents to exchange secret information through task-relevant messages. Yet most methods evaluate recovery on sender-side tokens, whereas the receiver observes only surface text. Detokenization and receiver-side retokenization can alter token boundaries, desynchronize coding stat…
Trimming: Decoupling Multiplicative Depth from Modulus Chains in RNS-CKKS via Rational Levels
Trimming: Decoupling Multiplicative Depth from Modulus Chains in RNS-CKKS via Rational Levels arXiv:2608.00375v1 Announce Type: new Abstract: Recent work on Grafting decouples scale factors from ciphertext moduli, enabling more flexible precision management in RNS-CKKS. However, the multiplicative depth remains fundamentally constrained by the modulus chain structure. In this paper, we propose \emph{Trimming}, a novel fine-grained level management mechanism that decouples mu…
Reflection, Education, Consistency: Towards Best Ethics Practices At Security And Privacy Conferences
Reflection, Education, Consistency: Towards Best Ethics Practices At Security And Privacy Conferences arXiv:2608.00282v1 Announce Type: new Abstract: Research ethics is a controversial and emotionally charged topic in the security and privacy community, sparking discussions at conferences and on social media. In recent years, some of the leading conferences have introduced interventions such as mandatory ethics sections, with mixed reactions within the community. Program com…
From Monoliths to Swarms: A Study of Attack Surface Evolution in the Transition to Multi-Agent Web Systems
From Monoliths to Swarms: A Study of Attack Surface Evolution in the Transition to Multi-Agent Web Systems arXiv:2608.00202v1 Announce Type: new Abstract: Large Language Model (LLM)-based web agents are increasingly evolving from single-agent systems (SAS) to multi-agent systems (MAS). While MAS can lead to improved task performance by decomposing complex tasks across specialized sub-agents, such role decomposition introduces new structural attack surfaces that are absent in…
Exposed by Design: A Dynamic Security Assessment of Internet-Facing MCP Servers at Scale
Exposed by Design: A Dynamic Security Assessment of Internet-Facing MCP Servers at Scale arXiv:2608.00150v1 Announce Type: new Abstract: The Model Context Protocol (MCP) has seen rapid adoption since its November 2024 launch, with over 21,000 server instances detectable on the public internet. We present the first dynamic behavioral security assessment of internet-facing MCP servers, combining passive discovery across eleven data sources (crt.sh, HuggingFace, GitHub, npm, Sm…
Symbolic Attack Chain Generation from Atomic Red Team Techniques: An Empirical Study of Predicate Representation Granularity
Symbolic Attack Chain Generation from Atomic Red Team Techniques: An Empirical Study of Predicate Representation Granularity arXiv:2608.00143v1 Announce Type: new Abstract: Automated attack chain generation is critical for modern cybersecurity, yet manual construction fails to scale as adversary behaviors expand. While classical AI planning using PDDL offers a formal method to automate this process, it relies on the accurate translation of techniques into symbolic predicates…
Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Turn Attacks
Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Turn Attacks arXiv:2608.00134v1 Announce Type: new Abstract: As LLMs become increasingly integrated into complex applications, their vulnerability to adversarial attacks has raised significant concerns. However, existing defenses remain reactive in nature. This limitation makes it difficult for them to counter sophisticated threats, as adversaries continuously adjust their strategies across multi-turn inter…
Enforcing Access Control in Distributed Version Control Systems
Enforcing Access Control in Distributed Version Control Systems arXiv:2608.00132v1 Announce Type: new Abstract: Version control systems (VCS), including central VCS (CVCS) and distributed VCS (DVCS), are widely adopted to manage the changes to various types of data. Unlike the CVCS where all the entities obtain the data from the server and the access control is enforced with the cooperation of the server, each entity in the DVCS stores the entire repository, obtains the repo…
Deep Learning for Cyber Threat Detection and Mitigation in Healthcare-IoT
Deep Learning for Cyber Threat Detection and Mitigation in Healthcare-IoT arXiv:2608.00118v1 Announce Type: new Abstract: Cybersecurity is a fundamental requirement for protecting wearable devices used in healthcare Internet of Things (H-IoT) systems. Security failures in these resource-constrained systems directly compromise patient safety. Physiological data and network traffic are frequent targets of cyberattacks in H-IoT environments. To address these risks, deep learnin…
Skillsets on the Chain: A Blockchain-based Zero-Trust Framework for Agentic AI Networking
Skillsets on the Chain: A Blockchain-based Zero-Trust Framework for Agentic AI Networking arXiv:2608.00104v1 Announce Type: new Abstract: Agentic AI networking (AgentNet) systems rely heavily on third-party skillset implementations and distributed multi-agent collaboration, yet they face major claim-to-capability inconsistencies and security vulnerabilities under trust-by-declaration assumptions. To bridge this gap, this paper proposes TrustAgentNet, a dual-tier blockchain-s…
New York Awards $9 Million to Strengthen Cybersecurity at 153 Water Systems
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N-able N-central exploitation results in RMM tool deployment
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2608-volatility-interlock
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Twenty years of Pandoc
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Bitcoin hardware wallet maker destroys some inventory after more than $88 million stolen
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18 Malicious npm Packages Deliver Cross-Platform RAT to Alibaba Tool Users
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C-Kermit 11 released
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Hackers steal 31,000 records identifying people behind Liechtenstein companies, foundations
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Google Password Manager Attacks Could Let Malware Hijack Passkey-Protected Accounts
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INC Ransomware Emerges as Dominant Actor Exploiting SonicWall SMA 1000 Flaws
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[$] Buffer sizes for FUSE io_uring
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[Webinar] Tales from the Frontlines: An exclusive briefing on Q2 incidents
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Black Hat USA 2026 – Summary of Vendor Announcements (Part 1)
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Visa to Acquire Fraud Intelligence Firm BioCatch for $2.4 billion
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SQLite Critical CVEs or LLM Slop? (JFrog blog)
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⚡ Weekly Recap: Rogue AI Models, $88M Bitcoin Theft, Water-System Attacks and Dangling DNS Hijacks
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Four stable kernels for Monday
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NetBSD 11.0 released
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3rd August – Threat Intelligence Report
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Security updates for Monday
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River Bank Says Hackers Deleted Data Stolen in Ransomware Attack
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Horizon3 Raises $250 Million to Fund Continuing Growth
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Biotech giant Amgen says patient data stolen from third-party cloud systems
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N‑able Patches Vulnerability Exploited to Hack N-central Servers
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Russian hackers hijack hotel Wi-Fi networks to spy on travelers, Microsoft says
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Brinks Home Discloses Data Breach as Hackers Leak Files
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FOMO in the SOC: Where AI Platforms like Claude Actually Fit
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clustered evidenceWatchGuard Patches Critical Vulnerabilities
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Microsoft Rolls Out 22 Fresh Security Patches
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Google Patches 6th Chrome Zero-Day of 2026
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Cisco Warns of Unpatched Secure Email Flaws, Patches Critical Switch Vulnerabilities
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Cisco Patches Critical Crosswork, Secure Workload Vulnerabilities
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