Close Menu
  • Home
  • Articles
    • Attacks
      • BEC
      • Data Breach
      • DDoS
      • Evasion Attacks
      • Injection
      • Malware
      • MITM
      • Phishing
      • Ransomware
      • RCE
      • Social Engineering
      • Spoofing
      • Spyware
    • Business and Policy
      • BCP and DRP
      • GRC
      • Regulations
    • Data Protection
      • DLP
      • DRM
      • Encryption
      • IAM
    • Future, Trends and Insight
      • AI
      • Events & Community
      • Emerging Tech
      • Expert Panel
      • Interviews With Experts
      • Insights
      • Study & Research
    • Resources
      • Guides
      • Tools
      • Training & Education
    • Security
      • API
      • Apps
      • Cloud
      • Critical Infrastructure
      • Endpoint
      • Hardware
      • IoT
      • Mobile
      • Network
      • OT
      • Port Security
      • Security Architecture
      • Software Development
      • Supply Chain
      • Zero Trust
    • Threats and Vulnerabilities
      • Emerging Threats
      • Insider Threats
      • Risk Management
      • Threat Intelligence
      • Zero Day
  • News and Exclusives
    • Latest News
    • ISB Exclusive
    • Positive News
  • Who We Are
    • About Us
    • Information Security Buzz Expert Panel​
    • Write for Us
    • Media Pack
  • Contact Us
  • Newsletter
Facebook X (Twitter) LinkedIn
Facebook X (Twitter) LinkedIn
Information Security BuzzInformation Security Buzz
  • Home
  • Articles
    • Attacks
      • BEC
      • Data Breach
      • DDoS
      • Evasion Attacks
      • Injection
      • Malware
      • MITM
      • Phishing
      • Ransomware
      • RCE
      • Social Engineering
      • Spoofing
      • Spyware
    • Business and Policy
      • BCP and DRP
      • GRC
      • Regulations
    • Data Protection
      • DLP
      • DRM
      • Encryption
      • IAM
    • Future, Trends and Insight
      • AI
      • Events & Community
      • Emerging Tech
      • Expert Panel
      • Interviews With Experts
      • Insights
      • Study & Research
    • Resources
      • Guides
      • Tools
      • Training & Education
    • Security
      • API
      • Apps
      • Cloud
      • Critical Infrastructure
      • Endpoint
      • Hardware
      • IoT
      • Mobile
      • Network
      • OT
      • Port Security
      • Security Architecture
      • Software Development
      • Supply Chain
      • Zero Trust
    • Threats and Vulnerabilities
      • Emerging Threats
      • Insider Threats
      • Risk Management
      • Threat Intelligence
      • Zero Day
  • News and Exclusives
    • Latest News
    • ISB Exclusive
    • Positive News
  • Who We Are
    • About Us
    • Information Security Buzz Expert Panel​
    • Write for Us
    • Media Pack
  • Contact Us
  • Newsletter
Subscribe
Information Security BuzzInformation Security Buzz
Home - News & Analysis - Alert Logic Harnesses Machine Learning To Fight Web Application Attacks
News & Analysis

Alert Logic Harnesses Machine Learning To Fight Web Application Attacks

ISBuzz TeamBy ISBuzz TeamMay 4, 20173 Mins Read
Share LinkedIn Twitter Facebook Copy Link Email
Share
Facebook Twitter LinkedIn Email Copy Link
Quick AI Summary
ChatGPTClaudeGeminiGrokPerplexityDeepSeekCopilot

New Data Science, Human Security Expertise and Analytics Technologies Protect Businesses Against Dominant Source of Breaches Affecting Cloud Applications

London, UK – Alert Logic, the leading provider of Security-as-a-Service solutions for the cloud, today announced key enhancements to the Alert Logic Cloud Defender solution that enable businesses to better defend against web application attacks, the most significant source of breaches for organisations leveraging cloud and hybrid computing infrastructures. Enhanced capabilities to Cloud Defender include supervised machine learning and expanded anomaly detection capabilities that give businesses an unparalleled ability to stop complex, multi-stage web application attacks and further differentiates Alert Logic’s already unique ability to help businesses protect their cloud computing workloads.

“Data breaches resulting from web application attacks have increased significantly in the last three years and a multi-layer web application attack defence should be the cornerstone of any effective cloud security solution,” said Gray Hall, CEO of Alert Logic. “Machine learning delivered as part of a managed service that analyses petabytes of security data from our more than 4,000 customers enables unrivaled detection of complex, hard to identify attacks on web applications.”

One of the many advantages of cloud computing is the ability for businesses to more quickly develop and deploy revenue-generating web applications. Web applications, however, are rich targets for cybercriminals because of inherent vulnerabilities in ubiquitous third-party web application components and insecure coding practices.

“Most of the security incidents we identify with machine learning techniques include multiple attack stages that take advantage of flaws within a web application’s layers, and patience by the attacker,” said Misha Govshteyn, co-founder and SVP of Products for Alert Logic.  “We are now able to reliably identify highly persistent attack campaigns lasting several weeks or months.”

Machine Learning, Human Expertise and Petabytes of Security Data

Alert Logic combines the required elements of data scientists, threat researchers and Security Operations Center (SOC) analysts who use event telemetry – standardised network, log and application security data – from Alert Logic’s more than 4,000 customers to quickly and continually train algorithms which learn by example. In a technique known as supervised machine learning, this “human-in-the-loop” approach is now delivered as part of a fully-managed service enabling Alert Logic to achieve an unprecedented accuracy rate in detecting advanced, multi-stage SQL Injection attacks.  SQL Injection attacks are one of the most prevalent attack vectors in the OWASP Top 10 and the first in a series of planned web application attack types to be identified through Alert Logic’s machine learning techniques.

Enhanced Anomaly Detection with Expanded Application Coverage

Additionally, Cloud Defender is now able to detect a wider range of web application attacks using out-of-band anomaly detection techniques specifically developed for web application transactions, in addition to signature-based detection already available. This further improves detection accuracy, and lowers false positives for attacks on unique flaws in custom web applications, without interfering with legitimate application access. Alert Logic has also expanded analytics capabilities of its ActiveWatch Services to detect attacks against more than 150 recently announced vulnerabilities at all layers of the web application and cloud infrastructure stack.  This further strengthens Alert Logic’s event-driven visibility into exploits against vulnerabilities in web applications built using WordPress, Magento, PHP, Apache, ASP.Net, MongoDB and Hadoop.  The benefit of combining application anomalies with signature detection includes a better signal-to-noise ratio and more actionable context in protecting against layer 7 attacks.

ISBuzz Team
  • ISBuzz Team
    Air Canada Data Breach: BianLian Extortion Group Claims A Massive Heist Contrary To Airline’s Earlier Statement
  • ISBuzz Team
    Unprecedented DDoS Attack Rocks The Web: Tech Giants Reveal A Digital Tsunami
  • ISBuzz Team
    CISA Flags High-Severity Adobe Acrobat Reader Flaw Amid Active Exploits
  • ISBuzz Team
    Curl Security Alert: Patching A Critical Bug Averting Potential Cyber Catastrophe

The opinions expressed in this post belong to the individual contributors and do not necessarily reflect the views of Information Security Buzz.

Share. Facebook Twitter LinkedIn Email Copy Link

Related Posts

Tenable warns AI adoption is outpacing governance as cloud exposure risks surge

May 15, 20264 Mins Read

AppSec is dead, long live AI security

April 29, 20265 Mins Read

Cloud Security Controls Explained: A Definitive Guide

March 19, 20269 Mins Read
ISB-Bora-Side-Bar

No se ha podido establecer conexión. Error 429

 
ISB-Bora-Side-Bar
Black ISB Logo

Information Security Buzz is an independent resource that provides the experts’ comments, analysis, and opinion on the latest Cybersecurity news and topics

X (Twitter) LinkedIn Facebook RSS

Working With Us

  • About Us
  • Advertise With Us
  • Contact Us

Write For Us

  • How To Contribute

The Pages

  • Privacy Policy
  • Cookie Policy
  • AI Policy
  • Terms & Conditions
  • Copyright Notice

Information Security Buzz and all its contents are copyright © 2014-2025. All rights reserved. All third-party trademarks are recognized.

Type above and press Enter to search. Press Esc to cancel.

Manage Consent
To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions.
Functional Always active
The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network.
Preferences
The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user.
Statistics
The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you.
Marketing
The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes.
  • Manage options
  • Manage services
  • Manage {vendor_count} vendors
  • Read more about these purposes
View preferences
  • {title}
  • {title}
  • {title}