
Threat Detection & Research Team
Threat Detection & Research Team
Articles byThreat Detection & Research Team

APT28, an evolution of tradecraft
Sekoia TDR looks back at how APT28's arsenal has evolved over two decades, from its signature X-Agent implants to disposable modules, edge-device infrastructure and the first LLM-driven malware.

Unveiling ErrTraffic: inside a growing ClickFix malware distribution framework
This report details the ErrTraffic threat and its associated ecosystem, highlighting three specific campaigns and their operators' arsenal.

FSB’s matryoshka #3/3 - Gamaredon’s gifts that keeps unpacking - GammaSteel
Discover part 3 of our FSB Matryoshka investigation. We deep dive into Gamaredon's Gammasteel info-stealer, its data exfiltration TTPs, and indicators.

FSB’s matryoshka #2/3 - Gamaredon’s gifts that keeps unpacking - GammaLoad
In part 2 of our FSB Matryoshka series, we analyze Gamaredon's Gammaload malware variant, dissecting its technical updates and deployment mechanisms.

FSB’s matryoshka #1/3 - Gamaredon’s gifts that keeps unpacking - GammaPhish and GammaWorm
Part 1 of our FSB Matryoshka series. Discover the context behind Gamaredon's cyberespionage campaigns, introducing GammaPhish and GammaWorm operations.

From APT28 to RePythonNET: automating .NET malware analysis
This blogpost covers the tooling and methodology we use at TDR to reverse engineer .NET malware. In our daily work, we encounter a wide range of malware, sophisticated or not, and a significant portion of it is written in .NET. Yet, the…

EvilTokens: an AI-augmented Phishing-as-a-Service for automating BEC fraud - Part 2
Explore how EvilTokens uses AI-driven features to automate and scale BEC workflows. Uncover the PhaaS operations on Telegram.

New widespread EvilTokens kit: device code phishing as-a-service - Part 1
Uncover the new sophisticated EvilTokens device code phishing as-a-service, with AI-augmented features facilitating BEC fraud

Meet IClickFix: a widespread WordPress-targeting framework using the ClickFix tactic
Uncover IClickFix: a malicious framework exploiting the ClickFix tactic in widespread malware campaigns to deliver NetSupport RAT.

Leveraging Landlock telemetry for Linux detection engineering
This blogpost explore how Landlock as an interesting security mechanism and a valuable source of telemetry for detection engineering.

Advent Of Configuration Extraction – Part 4: Turning capa Into A Configuration Extractor For TinyShell variant
Learn how to extract TinyShell configuration data using capa, Capstone and Python to recover RC4-encrypted C2 settings from Linux malware.

Advent of Configuration Extraction – Part 3: Mapping GOT/PLT and Disassembling the SNOWLIGHT Loader
In-depth analysis of the Snowlight malware loader, focusing on GOT/PLT mapping and ELF disassembly for configuration extraction.

Advent of Configuration Extraction – Part 2: Unwrapping QuasarRAT’s Configuration
Learn how QuasarRAT configuration extraction works using pythonnet, dnlib and IL analysis to recover encrypted .NET malware settings.

Advent of Configuration Extraction – Part 1: Pipeline Overview - First Steps with Kaiji Configuration Unboxing
Learn how TDR automates Kaiji configuration extraction using Assemblyline, introducing the malware analysis pipeline and MACO-based workflows

French NGO Reporters Without Borders targeted by Calisto in recent campaign
Calisto phishing campaign targeting Reporters Without Borders uses ProtonMail impersonation and AiTM techniques to steal credentials in 2025.
Phishing Campaigns "I Paid Twice" Targeting Booking.com Hotels and Customers
Sekoia.io exposes a Booking.com phishing campaign targeting hotels and customers using ClickFix and PureRAT malware.

TransparentTribe targets Indian military organisations with DeskRAT
TransparentTribe targets Indian military entities using DeskRAT, a Golang-based remote access Trojan. Learn how this new campaign works.

Decoding UserAuthenticationMethod in Microsoft 365 audit logs: the bitfield mapping
This undocumented field of sign-in events is a number where each bit represents a different authentication method.

APT28 Operation Phantom Net Voxel
APT28 Operation Phantom Net Voxel: weaponized Office lures, COM-hijack DLL, PNG stego to Covenant Grunt via Koofr, BeardShell on icedrive.

Predators for Hire: A Global Overview of Commercial Surveillance Vendors
This report provides an overview of the commercial surveillance vendors ecosystem between 2010 and 2025, analysing their spyware offerings, business models, client base, target profiles, and infection chains.

The Sharp Taste of Mimo'lette: Analyzing Mimo’s Latest Campaign targeting Craft CMS
Analysis of the CVE-2025-32432 compromise chain by Mimo: exploitation, loader, crypto miner, proxyware, and detection opportunities.

ViciousTrap - Infiltrate, Control, Lure: Turning edge devices into honeypots en masse.
This blog post analyzes the Vicious Trap, a honeypot network deployed on compromised edge devices.

From Contagious to ClickFake Interview: Lazarus leveraging the ClickFix tactic
Discover how Lazarus leverages fake job sites in the ClickFake Interview campaign targeting crypto firms using the ClickFix tactic.

ClearFake’s New Widespread Variant: Increased Web3 Exploitation for Malware Delivery
ClearFake is a malicious JavaScript framework deployed on compromised websites to deliver malware through the drive-by download technique. When it first emerged in July 2023, the injected code was designed to display a fake web browser download page,

Detection engineering at scale: one step closer (part three)
Following our first article explaining our detection approach and associated challenges, the second one detailing the regular and automated actions implemented through our CI/CD pipelines, we will now conclude this series by presenting the continuous

Cyber threats impacting the financial sector in 2024 - focus on the main actors
This report provides an overview of the main actors involved in malicious campaigns impacting the financial sector in 2024. It follows up on a previous Sekoia report focusing on the emerging trends in the financial cyber threat landscape.

Detection engineering at scale: one step closer (part two)
In this article, we will build upon the previous discussion of our detection approach and associated challenges by detailing the regular and automated actions implemented through our CI/CD pipelines.

Targeted supply chain attack against Chrome browser extensions
On 26 December 2024, the data security company Cyberhaven informed its users about a compromise of their Chrome browser extension. The attacker exploited the extension developer's permissions, which had been previously gained through a targeted phish

Sneaky 2FA: exposing a new AiTM Phishing-as-a-Service
In this blog post, learn about Sneaky 2FA, a new Adversary-in-the-Middle (AiTM) phishing kit targeting Microsoft 365 accounts.

Double-Tap Campaign: Russia-nexus APT possibly related to APT28 conducts cyber espionage on Central Asia and Kazakhstan diplomatic relations
Uncover the details of UAC-0063 cyberespionage campaign in Kazakhstan and its potential connection to APT28

Detection engineering at scale: one step closer (part one)
Security Operations Center (SOC) and Detection Engineering teams frequently encounter challenges in both creating and maintaining detection rules, along with their associated documentation, over time. These difficulties stem largely from the sheer nu

Ransomware-driven data exfiltration: techniques and implications
Learn about the comprehensive analysis of data exfiltration techniques and tools used by ransomware and extortion groups in campaigns.

A three beats waltz: The ecosystem behind Chinese state-sponsored cyber threats
Sekoia TDR analysts conduct an assessment of threats regarding the major elections that will occur in 2024.

ClickFix tactic: Revenge of detection
This blog post provides an overview of the observed Clickfix clusters and suggests detection rules based on an analysis of the various infection methods employed.

ClickFix tactic: The Phantom Meet
This blog post provides a chronological overview of the observed ClickFix campaigns. We further share technical details about a ClickFix cluster that uses fake Google Meet video conference pages to distribute infostealers.

Bulbature, beneath the waves of GobRAT
Since mid 2023, Sekoia Threat Detection & Research team (TDR) investigated an infrastructure which controls compromised edge devices transformed into Operational Relay Boxes used to launch offensive cyber attack.

SilentSelfie: Uncovering a major watering hole campaign against Kurdish websites
Our investigation uncovered 25 kurdish websites compromised by four different variants of a malicious script, ranging from the simplest, which obtains the device's location, to the most complex, which prompts selected users to install a malicious And

WebDAV-as-a-Service: Uncovering the infrastructure behind Emmenhtal loader distribution
This blogpost examines the use of WebDAV technology in hosting malicious files related to the Emmenhtal loader, then analyses the various final payloads delivered through this infrastructure, and concludes by exploring the possibility that the infras
Securing Gold : Hunting typosquatted domains during the Olympics
Discover how Sekoia.io proactively hunts for typosquatted domains related to the Paris 2024 Olympics to detect and prevent cyber threats.

A glimpse into the Quad7 operators' next moves and associated botnets
Uncover the secrets of the Quad7 botnet and its ever-evolving toolset. Learn about the new backdoors and protocols used by these operators.

Emulating and Detecting Scattered Spider-like Attacks
Explore a use-case scenario demonstrating how to detect scattered spider attacks in AWS environments and enhance your cloud security.

Solving the 7777 Botnet enigma: A cybersecurity quest
Discover 7777 botnet (aka Quad7) and its activity, targets, and use of TP-Link routers in Microsoft 365 attacks in our latest investigation.

PikaBot: a Guide to its Deep Secrets and Operations
This blog post provides an in-depth analysis of PikaBot, focusing on its anti-analysis techniques implemented in the different malware stages.

Master of Puppets: Uncovering the DoppelGänger pro-Russian influence campaign
Uncover the details of the DoppelGänger campaign, a Russian influence operation aimed at undermining support for Ukraine.

Mallox affiliate leverages PureCrypter in MS-SQL exploitation campaigns
Learn about the techniques used by the Mallox ransomware affiliate to compromise an MS-SQL server. Dive into our detailed technical analysis.

Guarding Democracy: Assessing Cyber Threats to 2024 Worldwide Elections
Sekoia TDR analysts conduct an assessment of threats regarding the major elections that will occur in 2024.

Elevating Cybersecurity: The Sekoia.io Methodology for Advanced Detection Engineering
Learn how Sekoia.io stay ahead of the curve with sophisticated detection engineering strategies and proactive threat anticipation.

Unplugging PlugX: Sinkholing the PlugX USB worm botnet
Learn about our process for collecting telemetry data from PlugX worm-infected workstations, as well as how to disinfect them.

Unveiling the depths of Residential Proxies providers
Discover the growing threat of residential proxies, their role in hiding among legitimate traffic and the challenges they pose in cyberspace.

The Architects of Evasion: a Crypters Threat Landscape
In this report, we introduce key concepts and analyse the different crypter-related activities and the lucrative ecosystem of threat groups leveraging them in malicious campaigns.

NoName057(16)'s DDoSia project: 2024 updates and behavioural shifts
Learn about NoName057(16), a pro-Russian hacktivist group behind Project DDoSia targeting entities supporting Ukraine. Discover an overview of the changes made by the group, both from the perspective of the software shared by the group to generate DD

The Predator spyware ecosystem is not dead
Discover our TDR team's revelations about Predator spyware: its C2 infrastructure and list of countries still using its cyber espionage tool.

Scattered Spider laying new eggs
This report provides an overview of the Scattered Spider evolution, its modus operandi and the toolset leveraged over the past years. Additionally, it delves into the Scattered Spider TTPs, as well as the latest ongoing campaigns, including their cur

Adversary infrastructures tracked in 2023
Sekoia.io C2 Trackers identified more than 85,000 IP addresses used as C2 servers in 2023, an increase of more than 30% compared to 2022.

Unveiling the intricacies of DiceLoader
This report aims to detail the functioning of a malware used by FIN7 since 2021, named DiceLoader (also known Icebot), and to provide a comprehensive approach of the threat by detailing the related Techniques and Procedures.

Securing Gold: Assessing Cyber Threats on Paris 2024
Based on these observations and given the constantly evolving cyber threat landscape, we analysed cyber threats affecting previous editions of the Olympics, as well as the current geopolitical context to understand potential motivations of malicious

CALISTO doxxing: Sekoia.io findings concurs to Reuters’ investigation on FSB-related Andrey Korinets
Discover activities linking Korinets to CALISTO doxxing in our investigation. Uncover details from emails, domains & servers used to target UK Parliament & Cambridge University.

When a Botnet Cries: Detecting Botnet Infection Chains
Infection chains used by commodity malware are constantly evolving and use various tricks to bypass security measures and/or user awareness. BumbleBee, QNAPWorm, IcedID and Qakbot are all often used as first-stage malicious code, allowing…

Unmasking the latest trends of the Financial Cyber Threat Landscape
Financial cyber threat analysis: pinpoint common tactics, techniques & procedures used by intrusion sets to protect the financial system.

Game Over: gaming community at risk with information stealers
This report delves into the gaming industry targeted by infostealer malware, and details a specific campaign spreading via Discord messages.

AridViper, an intrusion set allegedly associated with Hamas
Given the recent events involving the Palestinian politico-military organisation Hamas which conducted on 7 October 2023 a military and terrorist operation in Israel, Sekoia.io took a deeper look into AridViper, an intrusion set suspected to be assoc

ClearFake: a newcomer to the "fake updates" threats landscape
ClearFake is a new malicious JavaScript framework deployed on compromised websites to deliver further malware using the drive-by download technique. This blogpost aims at presenting a technical analysis of the ClearFake installation flow, the malware

Active Lycantrox infrastructure illumination
Sekoia.io is actively monitoring hundreds of malicious infrastructure clusters to protect its customers. In light of the recent Citizenlab blogspot and in solidarity with the efforts against cyber mercenaries, we have chosen to shed light on one of t

Sekoia mid-2023 Ransomware Threat Landscape
This blog post aims at presenting an overview of the ransomware-related threat evolution in the first half of 2023. The observations and the analysis shared in this blog post focus on ransomware operations mostly impacting corporate networks in lucra

The Transportation sector cyber threat overview
This report aims at contextualising cyber activities targeting the transportation sector worldwide over the 2022 - 2023 period. This report is based on open source reporting and Sekoia.io observations of campaigns mostly impacting the road, air and r

Engineering detection around Microsoft Defender
This blogpost slightly introduces Microsoft Defender different products and the confusion that can be made between them mainly because they were renamed over the years. Then it focuses on detection engineering around Microsoft Defender Antivirus (MDA

My Tea's not cold. An overview of China's cyber threat
This report is an overview of recent malicious cyber activities associated to China-nexus Intrusion Sets. It is based on open-source documents and Sekoia.io TDR analysts research and does not intend to present an exhaustive list of campaigns aligned

CustomerLoader: a new malware distributing a wide variety of payloads
This blog post aims at presenting a technical analysis of CustomerLoader focusing on the decryption of the next-stage payloads, an overview of more than 30 known and distributed malware families, and details on three infection chains observed distrib

Following NoName057(16) DDoSia Project’s Targets
DDoSia is a Distributed Denial of Service (DDoS) attack toolkit, developed and used by the pro Russia hacktivist nationalist group NoName057(16) against countries critical of the Russian invasion of Ukraine.

Bluenoroff’s RustBucket campaign
In April 2023, fellow security researchers at Jamf published a report on Bluenoroff’s RustBucket, a newly observed malware targeting macOS platform. Sekoia.io analysts further investigated Bluenoroff’s infrastructure and share their findings in this

APT28 leverages multiple phishing techniques to target Ukrainian civil society
The APT28 intrusion set (aka. Sofacy, PawnStorm, Fancy Bear), associated to the Russian GRU was observed using multiple phishing techniques to target the Ukrainian civil society.

The Energy sector 2022 cyber threat landscape
This report is a joint CITALID and SEKOIA analysis pertaining to cyber activities targeting the energy sector in 2022 in Europe. It is based on open sources reports and includes both our investigations and analysis. Information cut-off date is 22

SEKOIA.IO analysis of the #VulkanFiles leak
In January 2023, French newspaper Le Monde offered SEKOIA.IO to cooperate on investigating exfiltrated Russian-written documents related to the Moscow-based private company Vulkan.

One Year After: The Cyber Implications of the Russo-Ukrainian War
One year after the start of Russo-Ukrainian War, our analysts share through their analysis pertaining to the cyber picture.

Command & Control infrastructures tracked by Sekoia.io in 2022
Throughout 2022, SEKOIA.IO's Threat & Detection Research (TDR) team continued to proactively track and monitor the Command & Control (C2) infrastructures set up and used by cybercriminal or state sponsored intrusion sets to carry out malicious cyber

Raspberry Robin's botnet second life
As many botnets and worms, Sekoia analysts demonstrate through this article that Raspberry Robin can be repurposed by other threat actors to deploy their own implants.

Unveiling of a large resilient infrastructure distributing information stealers
This blogpost aims at presenting the current infection chain, payloads and the whole infrastructure used to distribute infostealers

Calisto show interests into entities involved in Ukraine war support
Calisto (aka Callisto, COLDRIVER) is suspected to be a Russian-nexus intrusion set active since at least April 2017. Although it was not publicly attributed to any Russian intelligence service, past Calisto operations showed objectives and victimolog

Lucky Mouse: Incident Response to Detection Engineering
This blogpost discusses how the Tactics, Techniques and Procedures (TTPs) used by the APT27 (Lucky Mouse) intrusion set in the last incident reported by Intrinsec, a Sekoia Managed Security Service Provider (MSSP) partner, are detected using SEKOI

BlueFox Stealer: a newcomer designed for traffers teams
In September 2022 during routine Dark Web monitoring we identified BlueFox Stealer v2, a newly-advertized information stealer sold as MaaS.



















