Detecting Data Poisoning in Code Generation LLMs Via Black-Box, Vulnerability-Oriented Scanning

Code generation large language models LLMs are increasingly integrated into modern software development workflows. Recent work has shown that these models are vulnerable to backdoor and poisoning attacks that induce the generation of insecure code, yet effective defenses remain limited. Existing...

ROS-20260317-73-0007

A vulnerability in the maspreallocate function of the lib/mapletree.c module of the Linux kernel is related to pointer dereferencing resulting from incorrect memory allocation. Exploitation of the vulnerability may allow an attacker to cause a denial of service...

deep-code-security

deep-code-security Multi-language Static Application Security...

The vulnerability of the populate_free_space_tree() function in the fs/btrfs/free-space-tree.c file of the Linux kernel operating system allows a hacker to cause a service failure.

The vulnerability of the populatefreespacetree function in the fs/btrfs/free-space-tree.c file of the Linux kernel operating system is related to an uncontrolled, exploitable condition. Exploiting this vulnerability could allow an attacker to cause a service failure...

CLSA-2026-1772815097 Fix of 72 CVEs

CVE-2025-38699 - scsi: bfa: Double-free fix CVE-2025-38699 CVE-2025-38697 - jfs: upper bound check of tree index in dbAllocAG CVE-2025-38697 CVE-2025-39823 - KVM: x86: use arrayindexnospec with indices that come from guest CVE-2025-39823 CVE-2025-39689 - ftrace: Also allocate and copy hash for...

PT-2026-23185

Name of the Vulnerable Software and Affected Versions TheBi versions through 1.0.5 Description The software contains a flaw due to improper handling of user-supplied data when creating web pages, which can lead to Reflected Cross-Site Scripting XSS. This allows an attacker to inject malicious...

Unity Linux 20.1070e Security Update: kernel (UTSA-2026-005551)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-005551 advisory. In the Linux kernel, the following vulnerability has been resolved: nilfs2: fix potential null-ptr-deref in nilfsbtreeinsert Patch series nilfs2: fix potential issue...

Unity Linux 20.1070e Security Update: kernel (UTSA-2026-005537)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-005537 advisory. In the Linux kernel, the following vulnerability has been resolved: jfs: check if leafidx greater than num leaves per dmap tree syzbot report a out of bounds in...

Google Develops Merkle Tree Certificates to Enable Quantum-Resistant HTTPS in Chrome

Google has announced a new program in its Chrome browser to ensure that HTTPS certificates are secure against the future risk posed by quantum computers. "To ensure the scalability and efficiency of the ecosystem, Chrome has no immediate plan to add traditional X.509 certificates containing...

CVE-2026-3392

FascinatedBox lily up to 2.3 is affected by CVE-2026-3392. The flaw lies in the eval_tree function of src/lily_emitter.c, where manipulation leads to a null pointer dereference. Exploitation is restricted to local execution, and a public exploit has been made available. The project was informed v...

CVE-2026-3392 FascinatedBox lily lily_emitter.c eval_tree null pointer dereference

A weakness has been identified in FascinatedBox lily up to 2.3. The affected element is the function evaltree of the file src/lilyemitter.c. This manipulation causes null pointer dereference. The attack is restricted to local execution. The exploit has been made available to the public and could ...

PT-2026-22514

Name of the Vulnerable Software and Affected Versions FascinatedBox lily versions prior to 2.3 Description A flaw exists in FascinatedBox lily, specifically within the eval tree function of the src/lily emitter.c file, leading to a null pointer dereference. This issue is exploitable locally. The...

Infinite Loop

pypdf is vulnerable to Infinite Loop. The vulnerability is due to an attacker being able to craft a PDF which leads to an infinite loop, where accessing the children of a TreeObject, for example as part of outlines, can be exploited by attackers...

The vulnerabilities of functions exynos_ufs_shareability() and exynos_ufs_parse_dt() in the UFS-host controller support module drivers/ufs/host/ufs-exynos.c of the Linux operating system’s kernel allow attackers to compromise the confidentiality, integrity, and accessibility of protected information.

The vulnerabilities of functions exynosufsshareability and exynosufsparsedt in the UFS-host controller support module drivers/ufs/host/ufs-exynos.c related to Linux kernel’s UFS Universal Flash Storage are due to improper disabling or release of resources. Exploiting these vulnerabilities could...

CLSA-2026-1772039226 golang: Fix of 2 CVEs

CVE-2025-61726: limit parsed URL query parameters to mitigate excessive memory consumption during form parsing - CVE-2025-61732: prevent cgo code smuggling by removing user-controlled content from documentation strings in generated ASTs...

GHSA-MXHJ-88FX-4PCV Fickling: OBJ opcode call invisibility bypasses all safety checks

Assessment The interpreter so it behaves closer to CPython when dealing with OBJ, NEWOBJ, and NEWOBJEX opcodes https://github.com/trailofbits/fickling/commit/ff423dade2bb1f72b2b48586c022fac40cbd9a4a. Original report Summary All 5 of fickling's safety interfaces -- islikelysafe, checksafety, CLI...

SUSE CVE-2026-27024

pypdf is a free and open-source pure-python PDF library. Prior to 6.7.1, an attacker who uses this vulnerability can craft a PDF which leads to an infinite loop. This requires accessing the children of a TreeObject, for example as part of outlines. This vulnerability is fixed in 6.7.1...

CVE-2026-2952

A flaw has been found in Vaelsys 4.1.0. This vulnerability affects unknown code of the file /tree/treeserver.php of the component HTTP POST Request Handler. This manipulation of the argument xajaxargs causes os command injection. The attack is possible to be carried out remotely. The exploit has...

CVE-2026-2952

A flaw has been found in Vaelsys 4.1.0. This vulnerability affects unknown code of the file /tree/treeserver.php of the component HTTP POST Request Handler. This manipulation of the argument xajaxargs causes os command injection. The attack is possible to be carried out remotely. The exploit has...

CVE-2026-2952

A flaw has been found in Vaelsys 4.1.0. This vulnerability affects unknown code of the file /tree/treeserver.php of the component HTTP POST Request Handler. This manipulation of the argument xajaxargs causes os command injection. The attack is possible to be carried out remotely. The exploit has...