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◬ AI & Machine Learning May 14, 2026
Watermarking Should Be Treated as a Monitoring Primitive

arXiv:2605.13095v1 Announce Type: new Abstract: Watermarking is widely proposed for provenance, attribution, and safety monitoring in generative models, yet is typically evaluated only under adversari…

arXiv Security Read →
◬ AI & Machine Learning May 14, 2026
No Attack Required: Semantic Fuzzing for Specification Violations in Agent Skills

arXiv:2605.13044v1 Announce Type: new Abstract: LLM-powered agents can silently delete documents, leak credentials, or transfer funds on a routine user request, not because the agent was attacked, but…

arXiv Security Read →
◬ AI & Machine Learning May 14, 2026
Insecure Despite Proven Updated: Extracting the Root VCEK Seed on EPYC Milan via a Software-Only Attack

arXiv:2605.12990v1 Announce Type: new Abstract: In the official whitepaper of Secure Encrypted Virtualization with Secure Nested Paging (SEV-SNP), AMD explicitly emphasizes the capability to prevent T…

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◬ AI & Machine Learning May 14, 2026
CLOUDBURST: Cloud-Layer Observations Using Beacons for Unified Real-time Surveillance and Threat Attribution

arXiv:2605.12976v1 Announce Type: new Abstract: Modern cloud-native environments present a fundamentally different exfiltration threat surface than traditional file-based scenarios. Attackers targetin…

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◬ AI & Machine Learning May 14, 2026
From Compression to Accountability: Harmless Copyright Protection for Dataset Distillation

arXiv:2605.12942v1 Announce Type: new Abstract: Large-scale datasets have been a key driving force behind the rapid progress of deep learning, but their storage, computational, and energy costs have b…

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◬ AI & Machine Learning May 14, 2026
ThermalTap: Passive Application Fingerprinting in VR Headsets via Thermal Side Channels

arXiv:2605.12927v1 Announce Type: new Abstract: Standalone virtual reality (VR) headsets process highly sensitive personal, professional, and health-related data, yet their susceptibility to non-conta…

arXiv Security Read →
◬ AI & Machine Learning May 14, 2026
Do Skill Descriptions Tell the Truth? Detecting Undisclosed Security Behaviors in Code-Backed LLM Skills

arXiv:2605.12875v1 Announce Type: new Abstract: Programmatic skills in LLM ecosystems consist of a natural-language description and executable implementation files. Users and LLMs rely on the descript…

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◬ AI & Machine Learning May 14, 2026
Quantifying LLM Safety Degradation Under Repeated Attacks Using Survival Analysis

arXiv:2605.12869v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed in a wide range of applications, yet remain vulnerable to adversarial jailbreak attacks that circ…

arXiv Security Read →
◬ AI & Machine Learning May 14, 2026
HE-PIM: Demystifying Homomorphic Operations on a Real-world Processing-in-Memory System

arXiv:2605.12841v1 Announce Type: new Abstract: Homomorphic encryption (HE) enables computation over encrypted data, offering strong privacy guarantees for untrusted computing environments. Practical …

arXiv Security Read →
◬ AI & Machine Learning May 14, 2026
GraphIP-Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It?

arXiv:2605.12827v1 Announce Type: new Abstract: Graph neural networks (GNNs) deployed as cloud services can be \emph{stolen} through \emph{model-extraction attacks}, which train a surrogate from query…

arXiv Security Read →
◬ AI & Machine Learning May 14, 2026
CoT-Guard: Small Models for Strong Monitoring

arXiv:2605.12746v1 Announce Type: new Abstract: Monitoring the chain-of-thought (CoT) of reasoning models is a promising approach for detecting covert misbehavior (i.e., hidden objectives) in code gen…

arXiv Security Read →
◬ AI & Machine Learning May 14, 2026
Still Camouflage, Moving Illusion: View-Induced Trajectory Manipulation in Autonomous Driving

arXiv:2605.12743v1 Announce Type: new Abstract: Existing physical adversarial attacks on vision-based autonomous driving induce time-evolving perception errors, including biased object tracking or tra…

arXiv Security Read →
◬ AI & Machine Learning May 14, 2026
Persona-Conditioned Adversarial Prompting (PCAP): Multi-Identity Red-Teaming for Enhanced Adversarial Prompt Discovery

arXiv:2605.12565v1 Announce Type: new Abstract: Existing automated red-teaming pipelines often miss attacks that depend on attacker identity, framing, or multi-turn tactics. This under-coverage undere…

arXiv Security Read →
◬ AI & Machine Learning May 14, 2026
OverrideFuzz: Semantic-Aware Grammar Fuzzing for Script-Runtime Vulnerabilities

arXiv:2605.12563v1 Announce Type: new Abstract: Script-language runtimes such as Python, Lua, and JavaScript are widely deployed in security sensitive contexts, yet they remain difficult to test becau…

arXiv Security Read →
◬ AI & Machine Learning May 14, 2026
Ghost in the Context: Measuring Policy-Carriage Failures in Decision-Time Assembly

arXiv:2605.12535v1 Announce Type: new Abstract: LM agents do not act on raw interaction history; they act on a bounded decision state assembled by truncation, summarization, reordering, and rewriting.…

arXiv Security Read →
◬ AI & Machine Learning May 14, 2026
BackFlush: Knowledge-Free Backdoor Detection and Elimination with Watermark Preservation in Large Language Models

arXiv:2605.12529v1 Announce Type: new Abstract: In recent trends, one can observe Large Language Models (LLMs) are exposed to backdoor attacks where vicious triggers added during training or model edi…

arXiv Security Read →
⬡ Vulnerabilities & CVEs May 14, 2026
CVE-2026-44424 | shellhub-io shellhub up to 0.24.1 /api/devices/ authorization (GHSA-j72x-xfwg-783f)

A vulnerability identified as problematic has been detected in shellhub-io shellhub up to 0.24.1 . Affected by this issue is some unknown functionality of the file /api/devices/ . Performing a manipul…

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⬡ Vulnerabilities & CVEs May 14, 2026
CVE-2026-44426 | shellhub-io shellhub up to 0.24.1 /api/namespaces/:tenant authorization (GHSA-vwx9-7qcf-gg7f)

A vulnerability labeled as problematic has been found in shellhub-io shellhub up to 0.24.1 . This affects an unknown part of the file /api/namespaces/:tenant . Executing a manipulation can lead to aut…

VulDB Read →
⬡ Vulnerabilities & CVEs May 14, 2026
CVE-2026-45053 | CubeCart up to 6.6.x /api/v1/files unrestricted upload (GHSA-652f-8c88-25cx)

A vulnerability marked as critical has been reported in CubeCart up to 6.6.x . This vulnerability affects unknown code of the file /api/v1/files . The manipulation leads to unrestricted upload. This v…

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⬡ Vulnerabilities & CVEs May 14, 2026
CVE-2026-45054 | CubeCart up to 6.6.x Admin Password admin.php?_g=orders&node=transactions sqlSafe sort sql injection (GHSA-rm2f-rpcq-6w9f)

A vulnerability described as critical has been identified in CubeCart up to 6.6.x . This issue affects the function sqlSafe of the file admin.php?_g=orders&node=transactions of the component Admin Pas…

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⬡ Vulnerabilities & CVEs May 14, 2026
CVE-2026-45055 | CubeCart up to 6.7.1 Request Header /index.php?_a=recover User::passwordRequest password recovery (GHSA-7pvc-gxc4-chmc)

A vulnerability classified as critical has been found in CubeCart up to 6.7.1 . Impacted is the function User::passwordRequest of the file /index.php?_a=recover of the component Request Header Handler…

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⬡ Vulnerabilities & CVEs May 14, 2026
CVE-2026-45708 | CubeCart up to 6.7.2 files/print..php code injection (GHSA-747j-4mmc-cj63)

A vulnerability classified as critical was found in CubeCart up to 6.7.2 . The affected element is an unknown function of the file files/print..php . Such manipulation leads to code injection. This vu…

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⬡ Vulnerabilities & CVEs May 14, 2026
CVE-2026-42031 | CKAN up to 2.10.9/2.11.4 datastore_search_sql sql injection (GHSA-h7j7-3rx6-xvcg)

A vulnerability, which was classified as critical , has been found in CKAN up to 2.10.9/2.11.4 . The impacted element is the function datastore_search_sql . Performing a manipulation results in sql in…

VulDB Read →
⬡ Vulnerabilities & CVEs May 14, 2026
CVE-2026-42032 | CKAN up to 2.10.9/2.11.4 datastore_search_sql authorization (GHSA-cg4x-64p3-x59h)

A vulnerability, which was classified as critical , was found in CKAN up to 2.10.9/2.11.4 . This affects the function datastore_search_sql . Executing a manipulation can lead to incorrect authorizatio…

VulDB Read →
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