bpf: Fix deadlock between rcu_tasks_trace and event_mutex.

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UniAud: a Unified Auditing Framework for High Auditing Power and Utility with One Training Run

Differentially private DP optimization has been widely adopted as a standard approach to provide rigorous privacy guarantees for training datasets. DP auditing verifies whether a model trained with DP optimization satisfies its claimed privacy level by estimating empirical privacy lower bounds...

Hijacking JARVIS: Benchmarking Mobile GUI Agents against Unprivileged Third Parties

Mobile GUI agents are designed to autonomously execute diverse device-control tasks by interpreting and interacting with mobile screens. Despite notable advancements, their resilience in real-world scenarios where screen content may be partially manipulated by untrustworthy third parties remains...

SUSE CVE-2025-38234

In the Linux kernel, the following vulnerability has been resolved: sched/rt: Fix race in pushrttask Overview ======== When a CPU chooses to call pushrttask and picks a task to push to another CPU's runqueue then it will call findlocklowestrq method which would take a double lock on both CPUs'...

Malicious code in confluence-inline-tasks (npm)

The package communicates with a domain associated with malicious activity. --- -= Per source details. Do not edit below this line.=- Source: ghsa-malware c9108ffab0ab767db4d505617face5df5b4ffd6d83b9ad5b0be43b22f50f77f7 Any computer that has this package installed or running should be considered...

MAL-2025-5679 Malicious code in confluence-inline-tasks (npm)

The package communicates with a domain associated with malicious activity. --- -= Per source details. Do not edit below this line.=- Source: ghsa-malware c9108ffab0ab767db4d505617face5df5b4ffd6d83b9ad5b0be43b22f50f77f7 Any computer that has this package installed or running should be considered...

📄 Microsoft AutoUpdate Privilege Escalation

Microsoft AutoUpdate MAU suffers from a privilege escalation vulnerability. Titles: CVE-2025-47968-Core-Logic Microsoft AutoUpdate MAU Elevation of Privilege Vulnerability Author: nu11secur1ty Date: 07/03/2025 Vendor: https://www.microsoft.com/en-us Software:...

CVE-2025-34074

An authenticated remote code execution vulnerability exists in Lucee’s administrative interface due to insecure design in the scheduled task functionality. An administrator with access to /lucee/admin/web.cfm can configure a scheduled job to retrieve a remote .cfm file from an attacker-controlled...

CVE-2025-34074

CVE-2025-34074 is an authenticated remote code execution in Lucee’s administrative interface via insecure design of the scheduled task feature. An admin who can access /lucee/admin/web.cfm can configure a scheduled job to fetch a remote .cfm file from a attacker-controlled server, write it to the...

PT-2025-27666

Name of the Vulnerable Software and Affected Versions: Lucee versions 5.x through 6.x Description: An authenticated remote code execution issue exists in Lucee's administrative interface due to insecure design in the scheduled task functionality. An administrator with access to /lucee/admin/web.c...

Evaluating Disassembly Errors with Only Binaries

Disassemblers are crucial in the analysis and modification of binaries. Existing works showing disassembler errors largely rely on practical implementation without specific guarantees and assume source code and compiler toolchains to evaluate ground truth. However, the assumption of source code i...

DUMB and DUMBer: Is Adversarial Training Worth It in the Real World?

Adversarial examples are small and often imperceptible perturbations crafted to fool machine learning models. These attacks seriously threaten the reliability of deep neural networks, especially in security-sensitive domains. Evasion attacks, a form of adversarial attack where input is modified a...

RAS-Eval: a Comprehensive Benchmark for Security Evaluation of LLM Agents in Real-World Environments

The rapid deployment of Large language model LLM agents in critical domains like healthcare and finance necessitates robust security frameworks. To address the absence of standardized evaluation benchmarks for these agents in dynamic environments, we introduce RAS-Eval, a comprehensive security...

Watermarking LLM-Generated Datasets in Downstream Tasks

Large Language Models LLMs have experienced rapid advancements, with applications spanning a wide range of fields, including sentiment classification, review generation, and question answering. Due to their efficiency and versatility, researchers and companies increasingly employ LLM-generated da...

DEBIAN-CVE-2022-50089

In the Linux kernel, the following vulnerability has been resolved: btrfs: ensure pages are unlocked on cowfilerange failure There is a hungtask report on zoned btrfs like below. https://github.com/naota/linux/issues/59 726.328648 INFO: task rocksdb:high0:11085 blocked for more than 241 seconds...

CVE-2022-50089

CVE-2022-50089 affects the Linux kernel with the btrfs file system. The issue occurs when cow_file_range() fails mid-allocation (unlock=0) and may leave pages locked, potentially causing a hung task in zoned btrfs setups (as described in the provided reports). The included details show that the f...

CVE-2025-4404

A privilege escalation from host to domain vulnerability was found in the FreeIPA project. The FreeIPA package fails to validate the uniqueness of the krbCanonicalName for the admin account by default, allowing users to create services with the same canonical name as the REALM admin. When a...

Astra Linux – Vulnerability in Linux 6.12

In the Linux kernel, the following vulnerability has been resolved: RDMA/mlx5: Fixed the recovery flow of the UMR QP This patch addresses an issue in the recovery flow of the UMR QP, ensuring that tasks do not get stuck, as highlighted by the call trace 1. During recovery, before transitioning th...

Astra Linux – Vulnerability in Linux 6.12

In the Linux kernel, the following vulnerability has been resolved: octeonep: Fixed the issue where the host would hang during device reboot. When the host loses heartbeat messages from the device, the driver calls the device-specific ndostop function, which frees the resources. If the driver is...

Specification and Evaluation of Multi-Agent LLM Systems -- Prototype and Cybersecurity Applications

Recent advancements in LLMs indicate potential for novel applications, e.g., through reasoning capabilities in the latest OpenAI and DeepSeek models. For applying these models in specific domains beyond text generation, LLM-based multi-agent approaches can be utilized that solve complex tasks by...