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◬ AI & Machine Learning Apr 13, 2026
ChatGPT, is this real? The influence of generative AI on writing style in top-tier cybersecurity papers

arXiv:2604.09316v1 Announce Type: new Abstract: With the release of ChatGPT in 2022, generative AI has significantly lowered the cost of polishing and rewriting text. Due to its widespread usage, conf…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Cross-Paradigm Models of Restricted Syndrome Decoding with Application to CROSS

arXiv:2604.09292v1 Announce Type: new Abstract: Restricted Syndrome Decoding (ResSD) is a variant of linear code decoding problem where each of the error's entries must belong to a fixed small set of …

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Unreal Thinking: Chain-of-Thought Hijacking via Two-stage Backdoor

arXiv:2604.09235v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly deployed in settings where Chain-of-Thought (CoT) is interpreted by users. This creates a new safety risk:…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Hagenberg Risk Management Process (Part 3): Operationalization, Probabilities, and Causal Analysis

arXiv:2604.09153v1 Announce Type: new Abstract: For risks that cannot be accepted, sufficiently mitigated, or eliminated, continuous observation is a viable approach but requires a model that can be o…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
CLIP-Inspector: Model-Level Backdoor Detection for Prompt-Tuned CLIP via OOD Trigger Inversion

arXiv:2604.09101v1 Announce Type: new Abstract: Organisations with limited data and computational resources increasingly outsource model training to Machine Learning as a Service (MLaaS) providers, wh…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Conversations Risk Detection LLMs in Financial Agents via Multi-Stage Generative Rollout

arXiv:2604.09056v1 Announce Type: new Abstract: With the rapid adoption of large language models (LLMs) in financial service scenarios, dialogue security detection under high regulatory risk presents …

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Stringology-Based Cryptanalysis for EChaCha20 Stream Cipher

arXiv:2604.08862v1 Announce Type: new Abstract: Stringology-Based Cryptanalysis (SBC) offers a suitable and a structurally aligned approach for uncovering structural patterns in stream ciphers that tr…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Building Better Environments for Autonomous Cyber Defence

arXiv:2604.08805v1 Announce Type: new Abstract: In November 2025, the authors ran a workshop on the topic of what makes a good reinforcement learning (RL) environment for autonomous cyber defence (ACD…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Tracing the Chain: Deep Learning for Stepping-Stone Intrusion Detection

arXiv:2604.08800v1 Announce Type: new Abstract: Stepping-stone intrusions (SSIs) are a prevalent network evasion technique in which attackers route sessions through chains of compromised intermediate …

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Follow My Eyes: Backdoor Attacks on VLM-based Scanpath Prediction

arXiv:2604.08766v1 Announce Type: new Abstract: Scanpath prediction models forecast the sequence and timing of human fixations during visual search, driving foveated rendering and attention-based inte…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
RansomTrack: A Hybrid Behavioral Analysis Framework for Ransomware Detection

arXiv:2604.08739v1 Announce Type: new Abstract: Ransomware poses a serious and fast-acting threat to critical systems, often encrypting files within seconds of execution. Research indicates that ranso…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Why Network Segmentation Projects Fail

arXiv:2604.08632v1 Announce Type: new Abstract: Network segmentation is a foundational enterprise security control. Despite its recognized benefits, segmentation initiatives frequently fail in practic…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Realisation-Level Privacy Filtering

arXiv:2604.08630v1 Announce Type: new Abstract: We study differentially private data release, where a database is accessed through successive, possibly adaptive queries and mechanisms. Existing compos…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Retrieval Augmented Classification for Confidential Documents

arXiv:2604.08628v1 Announce Type: new Abstract: Unauthorized disclosure of confidential documents demands robust, low-leakage classification. In real work environments, there is a lot of inflow and ou…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Post-Quantum Cryptography-Based Bidirectional Authentication Key Exchange Protocol and Industry Applications: A Case Study of Instant Messaging

arXiv:2604.08612v1 Announce Type: new Abstract: This study aims to enhance the bidirectional authentication capability of ML-KEM (Module-Lattice-Based Key-Encapsulation Mechanism) by proposing the pos…

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Semantic Intent Fragmentation: A Single-Shot Compositional Attack on Multi-Agent AI Pipelines

arXiv:2604.08608v1 Announce Type: new Abstract: We introduce Semantic Intent Fragmentation (SIF), an attack class against LLM orchestration systems where a single, legitimately phrased request causes …

arXiv Security Read →
◬ AI & Machine Learning Apr 13, 2026
Self-Sovereign Agent

arXiv:2604.08551v1 Announce Type: new Abstract: We investigate the emerging prospect of self-sovereign agents -- AI systems that can economically sustain and extend their own operation without human i…

arXiv Security Read →
◉ Threat Intelligence Apr 13, 2026
ISC Stormcast For Monday, April 13th, 2026 https://isc.sans.edu/podcastdetail/9888, (Mon, Apr 13th)
SANS ISC Read →
◇ Industry News & Leadership Apr 13, 2026
WhatsApp’s ‘End-to-End Encryption by Default’ Claim Called Major Consumer Fraud by Pavel Durov

Telegram founder Pavel Durov has accused WhatsApp of perpetrating what he calls “the biggest consumer fraud in history,” alleging that the platform’s widely marketed end-to-end encryption (E2EE) claim…

Cybersecurity News Read →
◇ Industry News & Leadership Apr 13, 2026
Bringing governance and visibility to machine and AI identities

In this Help Net Security interview, Archit Lohokare, CEO of AppViewX, explains how the rise of AI marked a turning point where machine and AI agent identities began converging into a single problem. …

Help Net Security Read →
◌ Quantum Computing Apr 13, 2026
Quantum Computing ETFs Are Dying. Pivot to These 3 AI ETFs - 24/7 Wall St.

Quantum Computing ETFs Are Dying. Pivot to These 3 AI ETFs 24/7 Wall St.

24/7 Wall St. Read →
✉ Email Security Apr 13, 2026
Weekend Ratings (10-12/04/2026): Bec Releases Fury In MAFS Reunion Dinner Party - bandt.com.au

Weekend Ratings (10-12/04/2026): Bec Releases Fury In MAFS Reunion Dinner Party bandt.com.au

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◐ Insider Threat & DLP Apr 13, 2026
Enterprise data loss prevention market to reach $6.265 billion by 2026 - Help Net Security

Enterprise data loss prevention market to reach $6.265 billion by 2026 Help Net Security

Help Net Security Read →
◇ Industry News & Leadership Apr 13, 2026
The 2026 Security 100 - crn.com

The 2026 Security 100 crn.com

crn.com Read →
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