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Talking about AI: Definitions Artificial Intelligence (AI) — AI refers to the simulation of human intelligence in machines, enabling them to perform tasks that typically require human intelligence, such as decision-making and problem-solving. AI is the broadest concept in this field, encompassing various technologies and methodologies, including Machine Learning (ML) and Deep Learning. Machine Learning (ML) — ML is a subset of AI that focuses on developing algorithms and statistical models that allow machines to learn from and make predictions or decisions based on data. ML is a specific approach within AI, emphasizing data-driven learning and improvement over time. Deep Learning (DL) — Deep Learning is a specialized subset of ML that uses neural networks with multiple layers to analyze and interpret complex data patterns. This advanced form of ML is particularly effective for tasks such as image and speech recognition, making it a crucial component of many AI applications. Larg...

Google on Wednesday revealed that it suspended over 39.2 million advertiser accounts in 2024, with a majority of them identified and blocked by its systems before it could serve harmful ads to users. In all, the tech giant said it stopped 5.1 billion bad ads, restricted 9.1 billion ads, and blocked or restricted ads on 1.3 billion pages last year. It also suspended over 5 million accounts for scam-related violations. In comparison, Google suspended over 12.7 million advertiser accounts, stopped 5.5 billion bad ads, restricted 6.9 billion ads, and blocked or restricted ads on 2.1 billion pages in 2023. The top six ad policy violations included ad network abuse (793.1 million), trademark misuse (503.1 million), personalized ads (491.3 million), legal requirements (280.3 million), financial services (193.7 million), and misrepresentation (146.9 million), among others. Most of the pages on which its ads were blocked or restricted include sexual content, dangerous or derogatory con...

Everybody knows browser extensions are embedded into nearly every user's daily workflow, from spell checkers to GenAI tools. What most IT and security people don't know is that browser extensions' excessive permissions are a growing risk to organizations. LayerX today announced the release of the Enterprise Browser Extension Security Report 2025 , This report is the first and only report to merge public extension marketplace statistics with real-world enterprise usage telemetry. By doing so, it sheds light on one of the most underestimated threat surfaces in modern cybersecurity: browser extensions. The report reveals several findings that IT and security leaders will find interesting, as they build their plans for H2 2025. This includes information and analysis on how many extensions have risky permissions, which kinds of permissions are given, if extension developers are to be trusted, and more. Below, we bring key statistics from the report. Highlights from the Enterprise Browse...

Threat actors are leveraging an artificial intelligence (AI) powered presentation platform named Gamma in phishing attacks to direct unsuspecting users to spoofed Microsoft login pages. "Attackers weaponize Gamma, a relatively new AI-based presentation tool, to deliver a link to a fraudulent Microsoft SharePoint login portal," Abnormal Security researchers Callie Hinman Baron and Piotr Wojtyla said in a Tuesday analysis. The attack chain commences with a phishing email, in some cases sent from legitimate, compromised email accounts, to entice message recipients into opening an embedded PDF document. In reality, the PDF attachment is nothing but a hyperlink that, when clicked, redirects the victim to a presentation hosted on Gamma that prompts them to click on a button to "Review Secure Documents." Doing so takes the user to an intermediate page that impersonates Microsoft and instructs them to complete a Cloudflare Turnstile verification step before accessing...

Introduction Cyber threats targeting supply chains have become a growing concern for businesses across industries. As companies continue to expand their reliance on third-party vendors, cloud-based services, and global logistics networks, cybercriminals are exploiting vulnerabilities within these interconnected systems to launch attacks. By first infiltrating a third-party vendor with undetected security gaps, attackers can establish a foothold, leveraging these weaknesses to penetrate the primary business partners' network. From there, they move laterally through critical systems, ultimately gaining access to sensitive data, financial assets, intellectual property, or even operational controls. Recent high-profile breaches like the 2024 ransomware attack that hit Change Healthcare, one of the world's largest health payment processing companies, demonstrate how attackers disrupted supply chain operations stealing up to 6TB of millions of patients' protected health information (PHI)....

Meta has announced that it will begin to train its artificial intelligence (AI) models using public data shared by adults across its platforms in the European Union, nearly a year after it paused its efforts due to data protection concerns from Irish regulators. "This training will better support millions of people and businesses in Europe, by teaching our generative AI models to better understand and reflect their cultures, languages, and history," the company said . To that end, users' posts and comments, as well as their interactions with Meta AI, are expected to be used for training and improving the models. It does not cover private messages sent between friends and family and data from accounts below the age of 18. Users in the region will start receiving notifications this week, both in the apps and via email, that detail the kinds of data the company will be using for this purpose and why it matters in the context of improving AI and the overall user experie...

AI is changing cybersecurity faster than many defenders realize. Attackers are already using AI to automate reconnaissance, generate sophisticated phishing lures, and exploit vulnerabilities before security teams can react. Meanwhile, defenders are overwhelmed by massive amounts of data and alerts, struggling to process information quickly enough to identify real threats. AI offers a way to level the playing field, but only if security professionals learn to apply it effectively. Organizations are beginning to integrate AI into security workflows, from digital forensics to vulnerability assessments and endpoint detection. AI allows security teams to ingest and analyze more data than ever before, transforming traditional security tools into powerful intelligence engines. AI has already demonstrated its ability to accelerate investigations and uncover unknown attack paths, but many companies are hesitant to fully embrace it. Many AI models are implemented with such velocity that they r...

Cybersecurity researchers have disclosed details of an artificial intelligence (AI) powered platform called AkiraBot that's used to spam website chats, comment sections, and contact forms to promote dubious search engine optimization (SEO) services such as Akira and ServicewrapGO. "AkiraBot has targeted more than 400,000 websites and successfully spammed at least 80,000 websites since September 2024," SentinelOne researchers Alex Delamotte and Jim Walter said in a report shared with The Hacker News. "The bot uses OpenAI to generate custom outreach messages based on the purpose of the website." Targets of the activity include contact forms and chat widgets present in small to medium-sized business websites, with the framework sharing spam content generated using OpenAI's large language models (LLMs). What makes the "sprawling" Python-based tool stand apart is its ability to craft content such that it can bypass spam filters. It's believe...

Lovable , a generative artificial intelligence (AI) powered platform that allows for creating full-stack web applications using text-based prompts, has been found to be the most susceptible to jailbreak attacks, allowing novice and aspiring cybercrooks to set up lookalike credential harvesting pages. "As a purpose-built tool for creating and deploying web apps, its capabilities line up perfectly with every scammer's wishlist," Guardio Labs' Nati Tal said in a report shared with The Hacker News. "From pixel-perfect scam pages to live hosting, evasion techniques, and even admin dashboards to track stolen data – Lovable didn't just participate, it performed. No guardrails, no hesitation." The technique has been codenamed VibeScamming – a play on the term vibe coding, which refers to an AI-dependent programming technique to produce software by describing the problem statement in a few sentences as a prompt to a large language model (LLM) tuned for codin...

Threat actors have been observed distributing malicious payloads such as cryptocurrency miner and clipper malware via SourceForge , a popular software hosting service, under the guise of cracked versions of legitimate applications like Microsoft Office. "One such project, officepackage, on the main website sourceforge.net, appears harmless enough, containing Microsoft Office add-ins copied from a legitimate GitHub project," Kaspersky said in a report published today. "The description and contents of officepackage provided below were also taken from GitHub." While every project created on sourceforge.net gets assigned a "<project>.sourceforge.io" domain name, the Russian cybersecurity company found that the domain for officepackage, "officepackage.sourceforge[.]io," displays a long list of Microsoft Office applications and corresponding links to download them in Russian. On top of that, hovering over the download button reveals a seemi...

Security Operations Centers (SOCs) today face unprecedented alert volumes and increasingly sophisticated threats. Triaging and investigating these alerts are costly, cumbersome, and increases analyst fatigue, burnout, and attrition. While artificial intelligence has emerged as a go-to solution, the term "AI" often blurs crucial distinctions. Not all AI is built equal, especially in the SOC. Many existing solutions are assistant-based, requiring constant human input, while a new wave of autonomous, Agentic AI has the potential to fundamentally transform security operations. This article examines Agentic AI (sometimes also known as Agentic Security ), contrasts it with traditional assistant-based AI (commonly known as Copilots), and explains its operational and economic impacts on modern SOCs. We'll also explore practical considerations for security leaders evaluating Agentic AI solutions. Agentic AI vs. Assistant AI (aka Copilots): Clarifying the Difference Agentic AI is defined by ...