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/content/f5-labs-v2/en/labs/articles/bylines/iot-moving-to-security-by-design
IoT: Moving to Security by Design
IoT: Moving to Security by Design
With device developers rushing to build IoT as fast as they can, security can suffer.
03/27/2018
byline
1 min. read
Thingbot
CISO
IoT legislation
IoT
Threat Modeling
/content/f5-labs-v2/en/labs/articles/threat-intelligence/black-friday-versus-the-bots
Black Friday Versus The Bots
Black Friday Versus The Bots
What can last year’s Black Friday shopping trends teach us about expected attacker behavior during the 2024 holiday shopping season?
11/21/2024
article
11 min. read
Bots and Automated Attacks
Black Friday
Threats
Credential stuffing
Credential theft
/content/f5-labs-v2/en/labs/learning-center/web-shells-understanding-attackers-tools-and-techniques
Web Shells: Understanding Attackers’ Tools and Techniques
Web Shells: Understanding Attackers’ Tools and Techniques
Explore the concept of web shells, their usage by attackers, and effective defenses against this post-exploit activity in this article by F5 Labs.
07/06/2023
article
6 min. read
Web Shells
Retail
Financial Services
Government
Cybercrime
/content/f5-labs-v2/en/labs/articles/threat-intelligence/how-to-identify-and-stop-scrapers
How to Identify and Stop Scrapers
How to Identify and Stop Scrapers
Fighting sophisticated scrapers requires advanced detection methods. Discover the techniques needed to identify and manage these hidden threats outlined in our investigation.
09/05/2024
article
26 min. read
Web Scraping
Bots and Automated Attacks
Threats
Wordlist Scanning (T1595.003)
Cybercrime
/content/f5-labs-v2/en/labs/articles/threat-intelligence/panda-malware--it-s-not-just-about-cryptocurrencies-anymore
Panda Malware: It’s Not Just About Cryptocurrencies Anymore
Panda Malware: It’s Not Just About Cryptocurrencies Anymore
Panda malware is back with a March 2019 campaign that targets U.S. companies, and moves from cryptocurrencies to targeting web giants.
04/25/2019
article
7 min. read
Panda
Client-side Attacks
Client-platform malware
Threats
Ramnit
/content/f5-labs-v2/en/labs/articles/threat-intelligence/canary-exploit-tool-for-cve-2025-30065-apache-parquet-avro-vulnerability
Canary Exploit Tool for CVE-2025-30065 Apache Parquet Avro Vulnerability
Canary Exploit Tool for CVE-2025-30065 Apache Parquet Avro Vulnerability
Investigating a schema parsing concern in the parquet-avro module of Apache Parquet Java.
05/05/2025
article
9 min. read
CVE-2025-30065
Apache Parquet
Apache
Threats
/content/f5-labs-v2/en/labs/articles/threat-intelligence/campaign-targets-amazon-ec2-instance-metadata-via-ssrf
Campaign Targets Amazon EC2 Instance Metadata via SSRF
Campaign Targets Amazon EC2 Instance Metadata via SSRF
Discover the latest CVE trends and a new campaign targeting websites hosted in EC2 instances on AWS.
04/08/2025
article
5 min. read
Sensor Intel Series
CVE-2023-1389
CVE-2020-8958
CVE-2022-22947
Cloud Instance Metadata (T1552.005)
/content/f5-labs-v2/en/labs/articles/threat-intelligence/2025-advanced-persistent-bots-report
2025 Advanced Persistent Bots Report
2025 Advanced Persistent Bots Report
Uncovering the true scale of persistent bot activity, and the advanced techniques that bot operators use in order to remain hidden from bot defenses.
03/28/2025
report
40 min. read
Bots and Automated Attacks
OAT-008 Credential Stuffing
OAT-005 Scalping
Valid Accounts (T1078)
Impact
/content/f5-labs-v2/en/labs/articles/threat-intelligence/2025-advanced-persistent-bot-report-scraper-bots-deep-dive
2025 Advanced Persistent Bot Report: Scraper Bots Deep-Dive
2025 Advanced Persistent Bot Report: Scraper Bots Deep-Dive
How much do scraper bots affect your industry?
03/28/2025
article
5 min. read
Web Scraping
Threats
Bots and Automated Attacks
OAT-011 Scraping
/content/f5-labs-v2/en/labs/articles/threat-intelligence/prevent-web-scraping-by-applying-the-pyramid-of-pain
Prevent Web Scraping by Applying the Pyramid of Pain
Prevent Web Scraping by Applying the Pyramid of Pain
The Bots Pyramid of Pain: a framework for effective bot defense.
03/28/2025
article
4 min. read
Web Scraping
Bots and Automated Attacks
Threats
Layer 7 - Application
Pyramid of Pain
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