360 matches found
CVE-2023-22491
Gatsby is a free and open source framework based on React that helps developers build websites and apps. The gatsby-transformer-remark plugin prior to versions 5.25.1 and 6.3.2 passes input through to the gray-matter npm package, which is vulnerable to JavaScript injection in its default...
CVE-2020-7637
class-transformer before 0.3.1 allow attackers to perform Prototype Pollution. The classToPlainFromExist function could be tricked into adding or modifying properties of Object.prototype using a proto payload...
Hybrid Audio Detection Using Fine-Tuned Audio Spectrogram Transformers: a Dataset-Driven Evaluation of Mixed AI-Human Speech
The rapid advancement of artificial intelligence AI has enabled sophisticated audio generation and voice cloning technologies, posing significant security risks for applications reliant on voice authentication. While existing datasets and models primarily focus on distinguishing between human and...
AttentionGuard: Transformer-Based Misbehavior Detection for Secure Vehicular Platoons
Vehicle platooning, with vehicles traveling in close formation coordinated through Vehicle-to-Everything V2X communications, offers significant benefits in fuel efficiency and road utilization. However, it is vulnerable to sophisticated falsification attacks by authenticated insiders that can...
Private Transformer Inference in MLaaS: a Survey
Transformer models have revolutionized AI, powering applications like content generation and sentiment analysis. However, their deployment in Machine Learning as a Service MLaaS raises significant privacy concerns, primarily due to the centralized processing of sensitive user data. Private...
Self-Supervised Transformer-Based Contrastive Learning for Intrusion Detection Systems
As the digital landscape becomes more interconnected, the frequency and severity of zero-day attacks, have significantly increased, leading to an urgent need for innovative Intrusion Detection Systems IDS. Machine Learning-based IDS that learn from the network traffic characteristics and can...
Privacy-Preserving Transformers: SwiftKey'S Differential Privacy Implementation
In this paper we train a transformer using differential privacy DP for language modeling in SwiftKey. We run multiple experiments to balance the trade-off between the model size, run-time speed and accuracy. We show that we get small and consistent gains in the next-word-prediction and accuracy...
MergeGuard: Efficient Thwarting of Trojan Attacks in Machine Learning Models
This paper proposes MergeGuard, a novel methodology for mitigation of AI Trojan attacks. Trojan attacks on AI models cause inputs embedded with triggers to be misclassified to an adversary's target class, posing a significant threat to model usability trained by an untrusted third party. The core...
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems
This study examines vulnerabilities in transformer-based automated short-answer grading systems used in medical education, with a focus on how these systems can be manipulated through adversarial gaming strategies. Our research identifies three main types of gaming strategies that exploit the...
Security Bulletin: IBM Cognos Transformer has addressed a vulnerability in FreeType (CVE-2025-27363)
Summary IBM Cognos Transformer is considered affected by an arbitrary code execution in FreeType CVE-2025-27363. Vulnerability Details CVEID:CVE-2025-27363 DESCRIPTION: An out of bounds write exists in FreeType versions 2.13.0 and below newer versions of FreeType are not vulnerable when attemptin...
3m (=0.1.0), aaa-ml-datasets-course (=1.0.0) +1812 more potentially affected by CVE-2025-3933 via transformers (>=2.10.0 <=4.51.3)
transformers PYPI version =2.10.0, =0.0.4.80, =0.1.0, =0.1.1, =0.1.0, =0.0.3, =0.0.1, =0.0.0.dev20230804, =0.1.0, =0.3.0, =0.1.0, =0.2.5, =0.2.11 and more Source cves: CVE-2025-3933 Source advisory: SNYK:PYTHON-TRANSFORMERS-10247398...
firefox: thunderbird: Use-after-free triggered by XSLTProcessor
A flaw was found in Firefox. The Mozilla Foundation's Security Advisory describes the following issue: JavaScript code running while transforming a document with the XSLTProcessor could lead to a use-after-free...
Zero Day Malware Detection with Alpha: Fast DBI with Transformer Models for Real World Application
The effectiveness of an AI model in accurately classifying novel malware hinges on the quality of the features it is trained on, which in turn depends on the effectiveness of the analysis tool used. Peekaboo, a Dynamic Binary Instrumentation DBI tool, defeats malware evasion techniques to capture...
firefox: thunderbird: Use-after-free triggered by XSLTProcessor
A flaw was found in Firefox. The Mozilla Foundation's Security Advisory describes the following issue: JavaScript code running while transforming a document with the XSLTProcessor could lead to a use-after-free...
BIT-MYSQL-CLIENT-2023-52970
MariaDB Server 10.4 through 10.5., 10.6 through 10.6., 10.7 through 10.11., 11.0 through 11.0., and 11.1 through 11.4. crashes in Itemdirectviewref::derivedfieldtransformerforwhere...
BIT-MARIADB-2023-52970
MariaDB Server 10.4 through 10.5., 10.6 through 10.6., 10.7 through 10.11., 11.0 through 11.0., and 11.1 through 11.4. crashes in Itemdirectviewref::derivedfieldtransformerforwhere...
SUSE CVE-2023-52970
MariaDB Server 10.4 through 10.5., 10.6 through 10.6., 10.7 through 10.11., 11.0 through 11.0., and 11.1 through 11.4. crashes in Itemdirectviewref::derivedfieldtransformerforwhere...
AZL-58070 CVE-2023-52970 affecting package mariadb for versions less than 10.6.24-1
MariaDB Server 10.4 through 10.5., 10.6 through 10.6., 10.7 through 10.11., 11.0 through 11.0., and 11.1 through 11.4. crashes in Itemdirectviewref::derivedfieldtransformerforwhere...