Apple to Scan Every Device for Child Abuse Content — But Experts Fear for Privacy

Apple on Thursday said it's introducing new child safety features in iOS, iPadOS, watchOS, and macOS as part of its efforts to limit the spread of Child Sexual Abuse Material CSAM in the U.S. To that effect, the iPhone maker said it intends to begin client-side scanning of images shared via every...

Spotting brand impersonation with Swin transformers and Siamese neural networks

Every day, Microsoft Defender for Office 365 encounters millions of brand impersonation emails. Our security solutions use multiple detection and prevention techniques to help users avoid divulging sensitive information to phishers as attackers continue refining their impersonation tricks. In thi...

How to manage a side-by-side transition from your traditional SIEM to Azure Sentinel

With every week bringing new headlines about crippling cyberattacks, and with organizations growing increasingly distributed, security teams are constantly asked to do more with less. Moving to cloud-native security information and event management SIEM can help security teams analyze data with t...

Security Bulletin: Netty Vulnerability Affects IBM Watson Machine Learning on CP4D (CVE-2021-21409)

Summary Netty is vulnerable to request smuggling, caused by improper validation of request, caused by missing validation of content-length on IBM Watson Machine Learning on CP4D Vulnerability Details CVEID: CVE-2021-21409 DESCRIPTION: Netty is vulnerable to request smuggling, caused by improper...

Security Bulletin: Golang Go Vulnerability Affects IBM Watson Machine Learning on CP4D (CVE-2020-29652)

Summary Golang Go is vulnerable to a denial of service, caused by a NULL pointer dereference on IBM Watson Machine Learning on CP4D Vulnerability Details CVEID: CVE-2020-29652 DESCRIPTION: Golang Go is vulnerable to a denial of service, caused by a NULL pointer dereference in the...

Security Bulletin: akka-http-core Vulnerability Affects IBM Watson Machine Learning on CP4D (CVE-2021-23339)

Summary akka-http-core allows is vulnerable to allow multiple Transfer-Encoding headers on IBM Watson Machine Learning on CP4D Vulnerability Details CVEID: CVE-2021-23339 DESCRIPTION: com.typesafe.akka:akka-http-core is vulnerable to request smuggling, caused by improper validation of request. By...

Attack AI systems in Machine Learning Evasion Competition

Today, we are launching MLSEC.IO, an educational Machine Learning Security Evasion Competition MLSEC for the AI and security communities to exercise their muscle to attack critical AI systems in a realistic setting. Hosted and sponsored by Microsoft, alongside NVIDIA, CUJO AI, VM-Ray, and MRG...

Attack AI systems in Machine Learning Evasion Competition

Today, we are launching MLSEC.IO, an educational Machine Learning Security Evasion Competition MLSEC for the AI and security communities to exercise their muscle to attack critical AI systems in a realistic setting. Hosted and sponsored by Microsoft, alongside NVIDIA, CUJO AI, VM-Ray, and MRG...

Combing through the fuzz: Using fuzzy hashing and deep learning to counter malware detection evasion techniques

Today’s cybersecurity threats continue to find ways to fly and stay under the radar. Cybercriminals use polymorphic malware because a slight change in the binary code or script could allow the said threats to avoid detection by traditional antivirus software. Threat actors customize their wares...

Security Bulletin: Netty Vulnerability Affects IBM Watson Machine Learning on CP4D ( CVE-2021-21290)

Summary Netty could allow a local authenticated attacker to obtain sensitive information, caused by an insecure temp file in Unix-like systems on IBM Watson Machine Learning on CP4D Vulnerability Details CVEID: CVE-2021-21290 DESCRIPTION: Netty could allow a local authenticated attacker to obtain...

Microsoft to acquire RiskIQ to strengthen cybersecurity of digital transformation and hybrid work

Organizations are increasingly using the cloud to reimagine every facet of their business. Hybrid work has accelerated this digital transformation, and customers are challenged with the increasing sophistication and frequency of cyberattacks. Today, Microsoft is announcing that we have entered in...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-48856)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in Google TensorFlow versions 2.4.2, 2.3.3, 2.2.3, and 2.1.4, which stems from a lack of validation in tf.rawops.RaggedTensorToTensor, and can be exploited by an...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-48863)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4, which can be exploited by an attacker to cause a denial of service by controlling the value of the num segments...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-48855)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in Google TensorFlow versions 2.4.2, 2.3.3, 2.2.3, and 2.1.4, which stems from tf.rawops.QuantizeAndDequantizeV2 allows invalid values for the axis parameter:. No...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-48866)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4, which can be exploited by an attacker to cause a denial of service via a failure from the implementation of CHECK...

Google TensorFlow code issue vulnerability (CNVD-2021-48860)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A code issue vulnerability exists in Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4, which stems from tf.rawops.SdcaOptimizer triggering undefined behavior due to dereferencing a null pointer. No...

Google TensorFlow Numeric Error Vulnerability

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4 suffers from a number error vulnerability that can be exploited by an attacker to trigger undefined behavior via a null pointer bound to...

Google TensorFlow Input Validation Error Vulnerability (CNVD-2021-48858)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4 suffers from an input validation error vulnerability that can be exploited by an attacker to cause a denial of service...

Google TensorFlow Buffer Overflow Vulnerability (CNVD-2021-48861)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A buffer overflow vulnerability exists in Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4, which can be exploited by an attacker to cause a read to exceed the bounds of the heap allocation data...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-48857)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4, which stems from the absence of loops between nodes of a TFlite graph. No detailed vulnerability details are...