Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR

Extended reality XR systems, which consist of virtual reality VR, augmented reality AR, and mixed reality XR, offer a transformative interface for immersive, multi-modal, and embodied human-computer interaction. In this paper, we envision that multi-modal multi-task M3T federated foundation model...

PYSEC-2025-43

vLLM is an inference and serving engine for large language models LLMs. In versions starting from 0.7.0 to before 0.9.0, in the file vllm/multimodal/hasher.py, the MultiModalHasher class has a security and data integrity issue in its image hashing method. Currently, it serializes PIL.Image.Image...

CVE-2023-32263

A potential vulnerability has been identified in the Micro Focus Dimensions CM Plugin for Jenkins. The vulnerability could be exploited to retrieve a login certificate if an authenticated user is duped into using an attacker-controlled Dimensions CM server. This vulnerability only applies when th...

CVE-2021-29567

TensorFlow is an end-to-end open source platform for machine learning. Due to lack of validation in tf.rawops.SparseDenseCwiseMul, an attacker can trigger denial of service via CHECK-fails or accesses to outside the bounds of heap allocated data. Since the...

CVE-2021-29601

TensorFlow is an end-to-end open source platform for machine learning. The TFLite implementation of concatenation is vulnerable to an integer overflow issuehttps://github.com/tensorflow/tensorflow/blob/7b7352a724b690b11bfaae2cd54bc3907daf6285/tensorflow/lite/kernels/concatenation.ccL70-L76. An...

CVE-2018-21250

An issue was discovered in Mattermost Server before 5.2.2, 5.1.2, and 4.10.4. It allows remote attackers to cause a denial of service memory consumption via crafted image dimensions...

A Taxonomy of Attacks and Defenses in Split Learning

Split Learning SL has emerged as a promising paradigm for distributed deep learning, allowing resource-constrained clients to offload portions of their model computation to servers while maintaining collaborative learning. However, recent research has demonstrated that SL remains vulnerable to a...

CVE-2025-30158 NamelessMC Forum iframe width/height abuse causing UI-based Denial of Service

NamelessMC is a free, easy to use & powerful website software for Minecraft servers. In version 2.1.4 and prior, the forum allows users to post iframe elements inside forum topics/comments/feed with no restriction on the iframe's width and height attributes. This allows an authenticated attacker ...

Improper Encoding or Escaping of Output

Overview wikibase/wikibase is a Structured data repository for MediaWiki Affected versions of this package are vulnerable to Improper Encoding or Escaping of Output via the ImageHandler::getDimensionsString method. An attacker can manipulate the output of the script by injecting malicious code in...

Security update for GraphicsMagick

This update for GraphicsMagick fixes the following issues: CVE-2025-27795: Fixed missing image dimension resource limits in JXL bsc1239044 Patch Instructions: To install this SUSE update use the SUSE recommended installation methods like YaST onlineupdate or "zypper patch". Alternatively you can...

DEBIAN-CVE-2025-27795

ReadJXLImage in JXL in GraphicsMagick before 1.3.46 lacks image dimension resource limits...

CVE-2025-27795

ReadJXLImage in JXL in GraphicsMagick before 1.3.46 lacks image dimension resource limits...

CVE-2025-27795

ReadJXLImage in JXL in GraphicsMagick before 1.3.46 lacks image dimension resource limits...

SUSE CVE-2024-5171

Integer overflow in libaom internal function imgallochelper can lead to heap buffer overflow. This function can be reached via 3 callers: Calling aomimgalloc with a large value of the dw, dh, or align parameter may result in integer overflows in the calculations of buffer sizes and offsets and so...

CVE-2021-37654

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a crash via a CHECK-fail in debug builds of TensorFlow using tf.rawops.ResourceGather or a read from outside the bounds of heap allocated data in the same API in a release build. Th...

CVE-2024-5202

Arbitrary File Read in OpenText Dimensions RM allows authenticated users to read files stored on the server via webservices...

CVE-2024-5201

Privilege Escalation in OpenText Dimensions RM allows an authenticated user to escalate there privilege to the privilege of another user via HTTP Request...

Security update for webkit2gtk3

This update for webkit2gtk3 fixes the following issues: Update to version 2.46.5 bsc1234851: Security fixes: CVE-2024-54479: Processing maliciously crafted web content may lead to an unexpected process crash CVE-2024-54502: Processing maliciously crafted web content may lead to an unexpected...

Security update for webkit2gtk3

This update for webkit2gtk3 fixes the following issues: Update to version 2.46.5 bsc1234851: Security fixes: CVE-2024-54479: Processing maliciously crafted web content may lead to an unexpected process crash CVE-2024-54502: Processing maliciously crafted web content may lead to an unexpected...

Security update for webkit2gtk3

This update for webkit2gtk3 fixes the following issues: Update to version 2.46.5 bsc1234851: Security fixes: CVE-2024-54479: Processing maliciously crafted web content may lead to an unexpected process crash CVE-2024-54502: Processing maliciously crafted web content may lead to an unexpected...