CVE-2022-21728 Out of bounds read in Tensorflow

Tensorflow is an Open Source Machine Learning Framework. The implementation of shape inference for ReverseSequence does not fully validate the value of batchdim and can result in a heap OOB read. There is a check to make sure the value of batchdim does not go over the rank of the input, but there...

CVE-2022-21728

CVE-2022-21728 affects TensorFlow: ReverseSequence shape-inference can yield a heap-based out-of-bounds read because batch_dim is checked for being too large but not for negative values. The mitigation path is a forthcoming fix in TensorFlow 2.8.0, with cherry-picks into 2.7.1, 2.6.3, and 2.5.3. ...

CVE-2022-21730 Out of bounds read in Tensorflow

Tensorflow is an Open Source Machine Learning Framework. The implementation of FractionalAvgPoolGrad does not consider cases where the input tensors are invalid allowing an attacker to read from outside of bounds of heap. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this...

CVE-2022-21730

Summary: CVE-2022-21730 describes an out-of-bounds read in TensorFlow’s FractionalAvgPoolGrad due to invalid input handling. This affects TensorFlow releases prior to the fixed patch and is resolved by the fix in TensorFlow 2.8.0, with cherry-picks to 2.7.1, 2.6.3, and 2.5.3. Affected component: ...

Gartner® names Microsoft a Leader in the 2022 Magic Quadrant™ for Enterprise Information Archiving

With data doubling every two years, it is more critical than ever to have simple and integrated tools to understand and manage risks to an organization. As more people work remotely, users collaborate and store data in different locations. These secular trends offer new possibilities in how work...

Gartner® names Microsoft a Leader in the 2022 Magic Quadrant™ for Enterprise Information Archiving

With data doubling every two years, it is more critical than ever to have simple and integrated tools to understand and manage risks to an organization. As more people work remotely, users collaborate and store data in different locations. These secular trends offer new possibilities in how work...

Security Bulletin: IBM Watson Machine Learning in Cloud Pak for Data is vulnerable to denial of service and arbitrary code execution due to Apache Log4j (CVE-2021-45105, CVE-2021-45046)

Summary There are multiple Apache Log4j vulnerabilities CVE-2021-45105, CVE-2021-45046 impacting IBM Watson Machine Learning in Cloud Pak for Data which uses Apache Log4j for logging. The fix includes Apache Log4j 2.17. Vulnerability Details CVEID: CVE-2021-45105 DESCRIPTION: Apache Log4j is...

Google Drops FLoC and Introduces Topics API to Replace Tracking Cookies for Ads

Google on Tuesday announced that it is abandoning its controversial plans for replacing third-party cookies in favor of a new Privacy Sandbox proposal called Topics, which categorizes users' browsing habits into approximately 350 topics. The new mechanism, which takes the place of FLoC short for...

Real Big Phish: Mobile Phishing & Managing User Fallibility

According to a recent survey from Ivanti, nearly three-quarters 74 percent of IT professionals reported that their organizations have fallen victim to a phishing attack – and 40 percent of those happened in the last month alone. Increasingly, mobile phishing is the culprit. What’s more, nearly ha...

Being Naughty to See Who Was Nice: Machine Learning Attacks on Santa’s List

Editor’s note: We had planned to publish our Hacky Holidays blog series throughout December 2021 – but then Log4Shell happened, and we dropped everything to focus on this major vulnerability that impacted the entire cybersecurity community worldwide. Now that it’s 2022, we’re feeling in need of...

Demystifying XDR: How Humans and Machines Join Forces in Threat Response

In our first post on demystifying the concepts and practices behind extended detection and response XDR technology, Forrester analyst Allie Mellen joined Sam Adams, Rapid7's VP for Detection and Response, to outline the basic framework for XDR and highlight the key outcomes it can help security...

Security Bulletin: Vulnerability in addressable - CVE-2021-32740 impacts IBM Watson Machine Learning Accelerator

Summary Addressable is used IBM Watson Machine Learning Accelerator. This bulletin provides mitigations for the addressable vulnerability CVE-2021-32740 by upgrading addressable to latest version. Vulnerability Details Refer to the security bulletins listed in the Remediation/Fixes section Affect...

SyntheticSun - A Defense-In-Depth Security Automation And Monitoring Framework Which Utilizes Threat Intelligence, Machine Learning, Managed AWS Security Services And, Serverless Technologies To Continuously Prevent, Detect And Respond To Threats

SyntheticSun is a defense-in-depth security automation and monitoring framework which utilizes threat intelligence, machine learning, managed AWS security services and, serverless technologies to continuously prevent, detect and respond to threats. You sleep in fragmented glass With reflections o...

Security Bulletin: Log4JShell Vulnerability affects Watson Machine Learning in Cloud Pak for Data (CVE-2021-44228)

Summary Apache Log4j, used for logging in Watson Machine Learning in Cloud Pak for Data, is impacted by the Apache Log4j vulnerability CVE-2021-44228. Customers are encouraged to take quick action to update their systems. Vulnerability Details CVEID: CVE-2021-44228 DESCRIPTION: Apache Log4j could...

OPENSUSE-SU-2021:1603-1 Security update for netdata

This update for netdata fixes the following issues: Update to 1.31.0 go.d.plugin 0.29.0 The v1.31.0 release of Netdata comes with re-packaged and redesigned elements of the dashboard to help you focus on your metrics, even more Linux kernel insights via eBPF, on-node machine learning to help you...

How and why do we attack our own Anti-Spam?

We often use machine-learning ML technologies to improve the quality of cybersecurity systems. But machine-learning models can be susceptible to attacks that aim to "fool" them into delivering erroneous results. This can lead to significant damage to both our company and our clients. Therefore, i...

Security update for netdata (moderate)

openSUSE Security Update: Security update for netdata Announcement ID: openSUSE-SU-2021:1603-1 Rating: moderate References: 1139094 1139095 1139098 Cross-References: CVE-2018-18836 CVE-2018-18837 CVE-2018-18838 CVE-2018-18839 CVSS scores: CVE-2018-18836 NVD : 6.5...

Best practices for AI security risk management

Today, we are releasing an AI security risk assessment framework as a step to empower organizations to reliably audit, track, and improve the security of the AI systems. In addition, we are providing new updates to Counterfit, our open-source tool to simplify assessing the security posture of AI...

Security Bulletin: Multiple Vulnerabilities in Apache Commons Compress affect WebSphere Application Server

Summary Multiple Vulnerabilities in Apache Commons Compress affect WebSphere Application Server, upgrade commons-compress-1.20.jar to commons-compress-1.21.jar Vulnerability Details Refer to the security bulletins listed in the Remediation/Fixes section Affected Products and Versions Affected...

It’s a Wrap! QSC 2021 Las Vegas Laid Out Problems, Solutions and Innovation

Although organizations have made moves toward it for years, digital transformation, in a way, has only just begun. The pandemic may have accelerated migration to the cloud but going forward business will drive continued transformation—and innovation. But to get the most out of the investments in...