Jun 13, 2024NewsroomVulnerability / Software Security The security risks posed by the Pickle format have once again come to the fore with the discovery of a new "hybrid machine learning (ML) model exploitation technique" dubbed Sleepy Pickle. The attack method, per Trail of Bits, weaponizes the ubiquitous format used to package and distribute machine learning (ML) models to … [Read more...] about New Attack Technique ‘Sleepy Pickle’ Targets Machine Learning Models
machine
Falcon Fusion SOAR and Machine Learning-based Detections Automate Data Protection Workflows
Time is of the essence when it comes to protecting your data, and often, teams are sifting through hundreds or thousands of alerts to try to pinpoint truly malicious user behavior. Manual triage and response takes up valuable resources, so machine learning can help busy teams prioritize what to tackle first and determine what warrants further investigation. The new Detections … [Read more...] about Falcon Fusion SOAR and Machine Learning-based Detections Automate Data Protection Workflows
Exploring 11 popular machine learning algorithms
Over the past few years, machine learning (ML) has quietly become an integral part of our daily lives. It impacts everything from personalized recommendations on shopping and streaming sites to protecting our inboxes from the onslaught of spam we get every day. But it’s not purely a tool for our convenience. Machine learning has become crucial in the current tech landscape, and … [Read more...] about Exploring 11 popular machine learning algorithms
Machine learning vs. AI: Understanding the differences
Despite the terms often being used interchangeably, machine learning and AI are separate and distinct concepts. As we’ve already mentioned, machine learning is a type of AI, but not all AI is, or uses, machine learning. Even though there is a large amount of overlap (more on that later), they often have different capabilities, objectives, and scope.The broader aim of AI is to … [Read more...] about Machine learning vs. AI: Understanding the differences
Identifying Data Exfiltration with Machine Learning
Jun 22, 2023The Hacker NewsNetwork Security / Machine Learning Why Data Exfiltration Detection is Paramount? The world is witnessing an exponential rise in ransomware and data theft employed to extort companies. At the same time, the industry faces numerous critical vulnerabilities in database software and company websites. This evolution paints a dire picture of data … [Read more...] about Identifying Data Exfiltration with Machine Learning
Why You Need AI and Machine Learning to Combat Hands-on-Keyboard Attacks
Malware gets the headlines, but the bigger threat is hands-on-keyboard adversary activity which can evade traditional security solutions and present detection challenges Machine learning (ML) can predict and proactively protect against emerging threats by using behavioral event data. CrowdStrike’s artificial intelligence (AI)-powered indicators of attack (IOAs) use ML to detect … [Read more...] about Why You Need AI and Machine Learning to Combat Hands-on-Keyboard Attacks
Using Artificial Intelligence and Machine Learning to Combat Hands-on-Keyboard Cybersecurity Attacks
Malware gets the headlines, but the bigger threat is hands-on-keyboard adversary activity which can evade traditional security solutions and present detection challenges Machine learning (ML) can predict and proactively protect against emerging threats by using behavioral event data. CrowdStrike’s artificial intelligence (AI)-powered indicators of attack (IOAs) use ML to detect … [Read more...] about Using Artificial Intelligence and Machine Learning to Combat Hands-on-Keyboard Cybersecurity Attacks
Automate Observability Tasks with Logz.io Machine Learning
As an observability provider, we are always confronted with our clients’ goal for faster resolution of problems and better overall performance of their systems. By working on large-scale projects at Logz.io, I see the same main challenge coming up for all: extracting valuable insights from huge volumes of data generated by modern systems and applications. With traditional … [Read more...] about Automate Observability Tasks with Logz.io Machine Learning
Critical Flaw Reported in Move Virtual Machine Powering the Aptos Blockchain Network
Researchers have disclosed details about a now-patched critical flaw in the Move virtual machine that powers the Aptos blockchain network. The vulnerability "can cause Aptos nodes to crash and cause denial of service," Singapore-based Numen Cyber Labs said in a technical write-up published earlier this month. Aptos is a new entrant to the blockchain space, which launched its … [Read more...] about Critical Flaw Reported in Move Virtual Machine Powering the Aptos Blockchain Network
Introduction to custom machine learning models and maps
Introduction to custom machine learning models and mapsHow to use text-based datasets to build beautiful dashboards leveraging mapsEnglish简体中文한국어日本語FrançaisDeutschEspañolPortuguêsIn Elasticsearch 8.0, we introduced the ability to run custom machine learning models, such as the ones based on BERT (Bidirectional Encoder Representations from Transformers), to perform natural … [Read more...] about Introduction to custom machine learning models and maps