Governing AI agent behavior: Aligning user, developer, role, and organizational intent

AI agents increasingly perform tasks that involve reasoning, acting, and interacting with other systems. Building a trusted agent requires ensuring it operates within the correct boundaries and performs tasks consistent with its intended purpose. In practice, this requires aligning several layers...

USN-8118-1 rust-sized-chunks vulnerabilities

Yechan Bae discovered that sized-chunks did not properly validate array size when constructing Chunk. An attacker could possibly use these issues to cause out-of-bounds access, leading to memory corruption or undefined behavior. CVE-2020-25791, CVE-2020-25792, CVE-2020-25793 Yechan Bae discovered...

DeepXplain: XAI-Guided Autonomous Defense against Multi-Stage APT Campaigns

Advanced Persistent Threats APTs are stealthy, multi-stage attacks that require adaptive and timely defense. While deep reinforcement learning DRL enables autonomous cyber defense, its decisions are often opaque and difficult to trust in operational environments. This paper presents DeepXplain, a...

SUSE CVE-2026-23262

In the Linux kernel, the following vulnerability has been resolved: gve: Fix stats report corruption on queue count change The driver and the NIC share a region in memory for stats reporting. The NIC calculates its offset into this region based on the total size of the stats region and the size o...

A Framework for Formalizing LLM Agent Security

Security in LLM agents is inherently contextual. For example, the same action taken by an agent may represent legitimate behavior or a security violation depending on whose instruction led to the action, what objective is being pursued, and whether the action serves that objective. However,...

CVE-2026-23262

In the Linux kernel, the following vulnerability has been resolved: gve: Fix stats report corruption on queue count change The driver and the NIC share a region in memory for stats reporting. The NIC calculates its offset into this region based on the total size of the stats region and the size o...

Security update for clamav

This update for clamav fixes the following issues: Update to clamav 1.5.2: Security issue: CVE-2026-20031: improper error handling in the HTML CSS module when splitting UTF-8 strings can lead to denial of service conditions via a crafted HTML file bsc1259207. Non security issue: Support...

GHSA-69XG-F649-W5G2 Parse Server OAuth2 adapter app ID validation sends wrong token to introspection endpoint

Impact The OAuth2 authentication adapter does not correctly validate app IDs when appidField and appIds are configured. During app ID validation, a malformed value is sent to the token introspection endpoint instead of the user's actual access token. Depending on the introspection endpoint's...

UBUNTU-CVE-2026-31884

FreeRDP is a free implementation of the Remote Desktop Protocol. Prior to 3.24.0, division by zero in MS-ADPCM and IMA-ADPCM decoders when nBlockAlign is 0, leading to a crash. In libfreerdp/codec/dsp.c, both ADPCM decoders use size % blocksize where blocksize = context-common.format.nBlockAlign...

CVE-2026-31884

FreeRDP (Remote Desktop Protocol implementation) contains a division-by-zero vulnerability in the ADPCM decoders when nBlockAlign is 0 (CVE-2026-31884). Affects versions prior to 3.24.0; the issue arises in libfreerdp/codec/dsp.c where size % block_size is computed with block_size taken from cont...

CVE-2026-31884

FreeRDP is a free implementation of the Remote Desktop Protocol. Prior to 3.24.0, division by zero in MS-ADPCM and IMA-ADPCM decoders when nBlockAlign is 0, leading to a crash. In libfreerdp/codec/dsp.c, both ADPCM decoders use size % blocksize where blocksize = context-common.format.nBlockAlign...

CVE-2026-31884 FreeRDP has a division-by-zero in ADPCM decoders when `nBlockAlign` is 0

FreeRDP is a free implementation of the Remote Desktop Protocol. Prior to 3.24.0, division by zero in MS-ADPCM and IMA-ADPCM decoders when nBlockAlign is 0, leading to a crash. In libfreerdp/codec/dsp.c, both ADPCM decoders use size % blocksize where blocksize = context-common.format.nBlockAlign...

SUSE-SU-2026:0896-1 Security update for glibc

This update for glibc fixes the following issues: - CVE-2026-0861: memalign: reinstate alignment overflow check bsc1256766 - CVE-2026-0915: resolv: Fix NSS DNS backend for getnetbyaddr bsc1256822 - CVE-2025-15281: posix: Reset wordexpt fields with WRDEREUSE bsc1257005 - CVE-2025-8058: posix: Fix...

FreeRDP 数字错误漏洞

FreeRDP is an open-source implementation of the Remote Desktop Protocol RDP by the FreeRDP team. Versions of FreeRDP prior to 3.24.0 contained a numerical error vulnerability. This vulnerability occurred when nBlockAlign was set to 0, resulting in a zero overflow error in the MS-ADPCM and IMA-ADP...

From Shadow Models to Audit-Ready AI Security: A Practical Path with Qualys TotalAI

Key Takeaways AI security demands a paradigm shift, treating models, endpoints, and integrations as dynamic attack surfaces requiring continuous governance. Inventory-driven visibility is foundational to managing AI sprawl, uncovering hidden assets, and aligning security with innovation velocity...

Learning the APT Kill Chain: Temporal Reasoning over Provenance Data for Attack Stage Estimation

Advanced Persistent Threats APTs evolve through multiple stages, each exhibiting distinct temporal and structural behaviors. Accurate stage estimation is critical for enabling adaptive cyber defense. This paper presents StageFinder, a temporal graph learning framework for multi-stage attack...

CVE-2026-21385

Memory corruption while using alignments for memory allocation...

CVE-2026-21385

Memory corruption while using alignments for memory allocation...

CVE-2026-21385 Integer Overflow or Wraparound in Graphics

Memory corruption while using alignments for memory allocation...

EUVD-2026-9202

Memory corruption while using alignments for memory allocation...