2015 Threat Report Provides a Comprehensive Overview of the Cyber Threat Landscape Facing Both Companies and Individuals
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Botection: Bot Detection by Building Markov Chain Models of Bots Network Behavior Bushra A
BOTection: Bot Detection by Building Markov Chain Models of Bots Network Behavior Bushra A. Alahmadi Enrico Mariconti Riccardo Spolaor University of Oxford, UK University College London, UK University of Oxford, UK [email protected] [email protected] [email protected] Gianluca Stringhini Ivan Martinovic Boston University, USA University of Oxford, UK [email protected] [email protected] ABSTRACT through DDoS (e.g. DDoS on Estonia [22]), email spam (e.g. Geodo), Botnets continue to be a threat to organizations, thus various ma- ClickFraud (e.g. ClickBot), and spreading malware (e.g. Zeus). 10,263 chine learning-based botnet detectors have been proposed. How- malware botnet controllers (C&C) were blocked by Spamhaus Mal- ever, the capability of such systems in detecting new or unseen ware Labs in 2018 alone, an 8% increase from the number of botnet 1 botnets is crucial to ensure its robustness against the rapid evo- C&Cs seen in 2017. Cybercriminals are actively monetizing bot- lution of botnets. Moreover, it prolongs the effectiveness of the nets to launch attacks, which are evolving significantly and require system in detecting bots, avoiding frequent and time-consuming more effective detection mechanisms capable of detecting those classifier re-training. We present BOTection, a privacy-preserving which are new or unseen. bot detection system that models the bot network flow behavior Botnets rely heavily on network communications to infect new as a Markov Chain. The Markov Chains state transitions capture victims (propagation), to communicate with the C&C server, or the bots’ network behavior using high-level flow features as states, to perform their operational task (e.g. -
North Korean Cyber Capabilities: in Brief
North Korean Cyber Capabilities: In Brief Emma Chanlett-Avery Specialist in Asian Affairs Liana W. Rosen Specialist in International Crime and Narcotics John W. Rollins Specialist in Terrorism and National Security Catherine A. Theohary Specialist in National Security Policy, Cyber and Information Operations August 3, 2017 Congressional Research Service 7-5700 www.crs.gov R44912 North Korean Cyber Capabilities: In Brief Overview As North Korea has accelerated its missile and nuclear programs in spite of international sanctions, Congress and the Trump Administration have elevated North Korea to a top U.S. foreign policy priority. Legislation such as the North Korea Sanctions and Policy Enhancement Act of 2016 (P.L. 114-122) and international sanctions imposed by the United Nations Security Council have focused on North Korea’s WMD and ballistic missile programs and human rights abuses. According to some experts, another threat is emerging from North Korea: an ambitious and well-resourced cyber program. North Korea’s cyberattacks have the potential not only to disrupt international commerce, but to direct resources to its clandestine weapons and delivery system programs, potentially enhancing its ability to evade international sanctions. As Congress addresses the multitude of threats emanating from North Korea, it may need to consider responses to the cyber aspect of North Korea’s repertoire. This would likely involve multiple committees, some of which operate in a classified setting. This report will provide a brief summary of what unclassified open-source reporting has revealed about the secretive program, introduce four case studies in which North Korean operators are suspected of having perpetrated malicious operations, and provide an overview of the international finance messaging service that these hackers may be exploiting. -
Moonlight Maze,’ Perhaps the Oldest Publicly Acknowledged State Actor, Has Evaded Open Forensic Analysis
PENQUIN’S MOONLIT MAZE The Dawn of Nation-State Digital Espionage Juan Andres Guerrero-Saade, Costin Raiu (GReAT) Daniel Moore, Thomas Rid (King’s College London) The origins of digital espionage remain hidden in the dark. In most cases, codenames and fragments of stories are all that remains of the ‘prehistoric’ actors that pioneered the now- ubiquitous practice of computer network exploitation. The origins of early operations, tools, and tradecraft are largely unknown: official documents will remain classified for years and decades to come; memories of investigators are eroding as time passes; and often precious forensic evidence is discarded, destroyed, or simply lost as storage devices age. Even ‘Moonlight Maze,’ perhaps the oldest publicly acknowledged state actor, has evaded open forensic analysis. Intrusions began as early as 1996. The early targets: a vast number of US military and government networks, including Wright Patterson and Kelly Air Force Bases, the Army Research Lab, the Naval Sea Systems Command in Indian Head, Maryland, NASA, and the Department of Energy labs. By mid-1998 the FBI and Department of Defense investigators had forensic evidence pointing to Russian ISPs. After a Congressional hearing in late February 1999, news of the FBI’s vast investigation leaked to the public.1 However, little detail ever surfaced regarding the actual means and procedures of this threat actor. Eventually the code name was replaced (with the attackers’ improved intrusion set dubbed Storm Cloud’, and later ‘Makers Mark’) and the original ‘MM’ faded into obscurity without proper technical forensic artefacts to tie these cyberespionage pioneers to the modern menagerie of APT actors we are now all too familiar with. -
Government Hacking What Is It and When Should It Be Used?
Government Hacking What is it and when should it be used? Encryption is a critical component of our day-to-day lives. For much of the world, basic aspects of life rely on encryption to function. Power systems, transport, financial markets, and baby monitors1 are more trustworthy because of encryption. Encryption protects our most vulnerable data from criminals and terrorists, but it can also hide criminal content from governments. Government hacking is one of the approaches national security and law enforcement agencies use to obtain access to otherwise encrypted information (e.g. the FBI hired a hacking company to unlock the iPhone at the center of the San Bernardino case2). It complements their other efforts to obtain exceptional access3 by asking or requiring tech companies to have the technical ability to decrypt users’ content when it is needed for law enforcement purposes. The Internet Society believes strong encryption is vital to the health of the Internet and is deeply concerned about any policy or action that might put that in jeopardy — regardless of its motivation. Government hacking poses a risk of collateral damage to both the Internet and its users, and as such should only ever be considered as a tool of last resort. Government hacking defined We define ‘government hacking’ as government entities (e.g. national security or law enforcement agencies or private actors on their behalf) exploiting vulnerabilities in systems, software, or hardware to gain access to information that is otherwise encrypted, or inaccessible. Dangers of government hacking Exploiting vulnerabilities of any kind, whether for law enforcement purposes, security testing, or any other purpose, should not be taken lightly. -
Power-Law Properties in Indonesia Internet Traffic. Why Do We Care About It
by Bisyron Wahyudi Muhammad Salahuddien Amount of malicious traffic circulating on the Internet is increasing significantly. Increasing complexity and rapid change in hosts and networks technology suggests that there will be new vulnerabilities. Attackers have interest in identifying networks and hosts to expose vulnerabilities : . Network scans . Worms . Trojans . Botnet Complicated methods of attacks make difficult to identify the real attacks : It is not simple as filtering out the traffic from some sources Security is implemented like an “add on” module for the Internet. Understanding nature behavior of malicious sources and targeted ports is important to minimize the damage by build strong specific security rules and counter measures Help the cyber security policy-making process, and to raise public awareness Questions : . Do malicious sources generate the attacks uniformly ? . Is there any pattern specific i.e. recurrence event ? . Is there any correlation between the number of some attacks over specific time ? Many systems and phenomena (events) are distributed according to a “power law” When one quantity (say y) depends on another (say x) raised to some power, we say that y is described by a power law A power law applies to a system when: . large is rare and . small is common Collection of System logs from Networked Intrusion Detection System (IDS) The NIDS contains 11 sensors installed in different core networks in Indonesian ISP (NAP) Period : January, 2012 - September, 2012 . Available fields : ▪ Event Message, Timestamp, Dest. IP, Source IP, Attacks Classification, Priority, Protocol, Dest. Port/ICMP code, Source Port/ICMP type, Sensors ID Two quantities x and y are related by a power law if y is proportional to x(-c) for a constant c y = .x(-c) If x and y are related by a power law, then the graph of log(y) versus log(x) is a straight line log(y) = -c.log(x) + log() The slope of the log-log plot is the power exponent c Destination Port Distribution . -
Cyber News for Counterintelligence / Information Technology / Security Professionals 13 November 2014
Cyber News for Counterintelligence / Information Technology / Security Professionals 13 November 2014 Purpose Stuxnet worm entered Iran's nuclear facilities through hacked suppliers Educate recipients of cyber events to aid in protecting Engadget, 13 Nov 2014: You may have heard the common story of how Stuxnet electronically stored DoD, spread: the United States and Israel reportedly developed the worm in the mid- corporate proprietary, and/or Personally Identifiable 2000s to mess with Iran's nuclear program by damaging equipment, and first Information from theft, unleashed it on Iran's Natanz nuclear facility through infected USB drives. It got compromise, espionage out of control, however, and escaped into the wild (that is, the internet) sometime Source later. Relatively straightforward, right? Well, you'll have to toss that version of This publication incorporates open source news articles events aside -- a new book, Countdown to Zero Day, explains that this digital educate readers on security assault played out very differently. Researchers now know that the sabotage- matters in compliance with oriented code first attacked five component vendors that are key to Iran's nuclear USC Title 17, section 107, program, including one that makes the centrifuges Stuxnet was targeting. These Para a. All articles are truncated to avoid the companies were unwitting Trojan horses, security firm Kaspersky Lab says. Once appearance of copyright the malware hit their systems, it was just a matter of time before someone brought infringement compromised data into the Natanz plant (where there's no direct internet access) Publisher and sparked chaos. As you might suspect, there's also evidence that these first * SA Jeanette Greene Albuquerque FBI breaches didn't originate from USB drives. -
Internet Security Threat Report VOLUME 21, APRIL 2016 TABLE of CONTENTS 2016 Internet Security Threat Report 2
Internet Security Threat Report VOLUME 21, APRIL 2016 TABLE OF CONTENTS 2016 Internet Security Threat Report 2 CONTENTS 4 Introduction 21 Tech Support Scams Go Nuclear, 39 Infographic: A New Zero-Day Vulnerability Spreading Ransomware Discovered Every Week in 2015 5 Executive Summary 22 Malvertising 39 Infographic: A New Zero-Day Vulnerability Discovered Every Week in 2015 8 BIG NUMBERS 23 Cybersecurity Challenges For Website Owners 40 Spear Phishing 10 MOBILE DEVICES & THE 23 Put Your Money Where Your Mouse Is 43 Active Attack Groups in 2015 INTERNET OF THINGS 23 Websites Are Still Vulnerable to Attacks 44 Infographic: Attackers Target Both Large and Small Businesses 10 Smartphones Leading to Malware and Data Breaches and Mobile Devices 23 Moving to Stronger Authentication 45 Profiting from High-Level Corporate Attacks and the Butterfly Effect 10 One Phone Per Person 24 Accelerating to Always-On Encryption 45 Cybersecurity, Cybersabotage, and Coping 11 Cross-Over Threats 24 Reinforced Reassurance with Black Swan Events 11 Android Attacks Become More Stealthy 25 Websites Need to Become Harder to 46 Cybersabotage and 12 How Malicious Video Messages Could Attack the Threat of “Hybrid Warfare” Lead to Stagefright and Stagefright 2.0 25 SSL/TLS and The 46 Small Business and the Dirty Linen Attack Industry’s Response 13 Android Users under Fire with Phishing 47 Industrial Control Systems and Ransomware 25 The Evolution of Encryption Vulnerable to Attacks 13 Apple iOS Users Now More at Risk than 25 Strength in Numbers 47 Obscurity is No Defense -
The Dark Reality of Open Source Spotlight Report
SPOTLIGHT The Dark Reality of Open Source Through the Lens of Threat and Vulnerability Management RiskSense Spotlight Report • May 2020 Executive Summary Open sourCe software (OSS) has quiCkly transformed both And while Heartbleed and the Apache Struts how modern applications are built and the underlying code vulnerabilities are the household names of open source they rely on. Access to high-quality and powerful open vulnerabilities, they are far from the only examples. Open source software projects has allowed developers to quickly source software is increasingly being targeted by integrate new capabilities into their applications without cryptominers, ransomware, and leveraged in DDoS having to reinvent the wheel. As a result, it is now estimated attacks. Unfortunately, OSS vulnerabilities are often a that between 80% and 90% of the code in most modern blind spot for many enterprises, who may not always be applications is made up of open source components. aware of all the open source projects and dependencies Likewise, many of the very tools that have enabled the that are used in their applications. growth of DevOps and CI/CD such as Jenkins, Kubernetes, and Docker are themselves open source projects. With this in mind, we have focused this version of the RiskSense Spotlight report on vulnerabilities in some of OSS also allows organizations to reduce their software today’s most popular open source software, including costs, and is often key to digital transformation efforts more than 50 OSS projects and over 2,600 vulnerabilities. and the transition of services to the cloud. It is no We then used this dataset to provide a risk-based surprise then that a 2020 report from Red Hat found that analysis of open source software to reveal the following: 95% of organizations view open source software as strategically important to their business. -
View Final Report (PDF)
TABLE OF CONTENTS TABLE OF CONTENTS I EXECUTIVE SUMMARY III INTRODUCTION 1 GENESIS OF THE PROJECT 1 RESEARCH QUESTIONS 1 INDUSTRY SITUATION 2 METHODOLOGY 3 GENERAL COMMENTS ON INTERVIEWS 5 APT1 (CHINA) 6 SUMMARY 7 THE GROUP 7 TIMELINE 7 TYPOLOGY OF ATTACKS 9 DISCLOSURE EVENTS 9 APT10 (CHINA) 13 INTRODUCTION 14 THE GROUP 14 TIMELINE 15 TYPOLOGY OF ATTACKS 16 DISCLOSURE EVENTS 18 COBALT (CRIMINAL GROUP) 22 INTRODUCTION 23 THE GROUP 23 TIMELINE 25 TYPOLOGY OF ATTACKS 27 DISCLOSURE EVENTS 30 APT33 (IRAN) 33 INTRODUCTION 34 THE GROUP 34 TIMELINE 35 TYPOLOGY OF ATTACKS 37 DISCLOSURE EVENTS 38 APT34 (IRAN) 41 INTRODUCTION 42 THE GROUP 42 SIPA Capstone 2020 i The Impact of Information Disclosures on APT Operations TIMELINE 43 TYPOLOGY OF ATTACKS 44 DISCLOSURE EVENTS 48 APT38 (NORTH KOREA) 52 INTRODUCTION 53 THE GROUP 53 TIMELINE 55 TYPOLOGY OF ATTACKS 59 DISCLOSURE EVENTS 61 APT28 (RUSSIA) 65 INTRODUCTION 66 THE GROUP 66 TIMELINE 66 TYPOLOGY OF ATTACKS 69 DISCLOSURE EVENTS 71 APT29 (RUSSIA) 74 INTRODUCTION 75 THE GROUP 75 TIMELINE 76 TYPOLOGY OF ATTACKS 79 DISCLOSURE EVENTS 81 COMPARISON AND ANALYSIS 84 DIFFERENCES BETWEEN ACTOR RESPONSE 84 CONTRIBUTING FACTORS TO SIMILARITIES AND DIFFERENCES 86 MEASURING THE SUCCESS OF DISCLOSURES 90 IMPLICATIONS OF OUR RESEARCH 92 FOR PERSISTENT ENGAGEMENT AND FORWARD DEFENSE 92 FOR PRIVATE CYBERSECURITY VENDORS 96 FOR THE FINANCIAL SECTOR 96 ROOM FOR FURTHER RESEARCH 97 ACKNOWLEDGEMENTS 98 ABOUT THE TEAM 99 SIPA Capstone 2020 ii The Impact of Information Disclosures on APT Operations EXECUTIVE SUMMARY This project was completed to fulfill the including the scope of the disclosure and capstone requirement for Columbia Uni- the disclosing actor. -
APT and Cybercriminal Targeting of HCS June 9, 2020 Agenda
APT and Cybercriminal Targeting of HCS June 9, 2020 Agenda • Executive Summary Slides Key: • APT Group Objectives Non-Technical: managerial, strategic • APT Groups Targeting Health Sector and high-level (general audience) • Activity Timeline Technical: Tactical / IOCs; requiring • TTPs in-depth knowledge (sysadmins, IRT) • Malware • Vulnerabilities • Recommendations and Mitigations TLP: WHITE, ID#202006091030 2 Executive Summary • APT groups steal data, disrupt operations, and destroy infrastructure. Unlike most cybercriminals, APT attackers pursue their objectives over longer periods of time. They adapt to cyber defenses and frequently retarget the same victim. • Common HPH targets include: • Healthcare Biotechnology Medical devices • Pharmaceuticals Healthcare information technology • Scientific research • HPH organizations who have been victim of APT attacks have suffered: • Reputational harm Disruption to operations • Financial losses PII/PHI and proprietary data theft • HC3 recommends several mitigations and controls to counter APT threats. TLP: WHITE, ID#202006091030 3 APT Group Objectives • Motivations of APT Groups which target the health sector include: • Competitive advantage • Theft of proprietary data/intellectual capital such as technology, manufacturing processes, partnership agreements, business plans, pricing documents, test results, scientific research, communications, and contact lists to unfairly advance economically. • Intelligence gathering • Groups target individuals and connected associates to further social engineering -
From Hacking Team to Hacked Team to ...?
WWW.VIRUSBULLETIN.COM/CONFERENCE 2018MONTREAL 3 – 5 October 2018 FROM HACKING TEAM TO • evidence of selling an injection proxy for performing various MitM attacks HACKED TEAM TO…? • the once-secret list of customers Filip Kafka • the pricelist ESET, Slovakia • internal communications [email protected] Due to the severity of the leak, Hacking Team was forced to ask its customers to suspend all use of RCS, and was left facing an uncertain future. ABSTRACT The security community has been keeping a close eye on the Hacking Team first came under the spotlight of the security company’s efforts to get back on its feet. With both the source industry following its damaging data breach in July 2015. The code and a ready-to-use builder leaked, it came as no surprise leaked data revealed several zero-day exploits being used and when cybercriminals started reusing the spyware. This was the sold to governments, and confirmed suspicions that Hacking case in January 2016, when Callisto Group reused the source Team had been doing business with oppressive regimes. But code in one of their campaigns [4]. Recent reports have revealed what happened to Hacking Team after one of the most famous that in June 2016, Hacking Team received funding from a hacks of recent years? mysterious investor with ties to Saudi Arabia [5]. Hacking Team’s flagship product, the Remote Control System (RCS), was detected in the wild at the beginning of 2018 in 14 DISCOVERY OF POST-LEAK SAMPLES different countries, including some of those that had previously In the early stages of our investigation, the Citizen Lab provided criticized the company’s practices. -
A PRACTICAL METHOD of IDENTIFYING CYBERATTACKS February 2018 INDEX
In Collaboration With A PRACTICAL METHOD OF IDENTIFYING CYBERATTACKS February 2018 INDEX TOPICS EXECUTIVE SUMMARY 4 OVERVIEW 5 THE RESPONSES TO A GROWING THREAT 7 DIFFERENT TYPES OF PERPETRATORS 10 THE SCOURGE OF CYBERCRIME 11 THE EVOLUTION OF CYBERWARFARE 12 CYBERACTIVISM: ACTIVE AS EVER 13 THE ATTRIBUTION PROBLEM 14 TRACKING THE ORIGINS OF CYBERATTACKS 17 CONCLUSION 20 APPENDIX: TIMELINE OF CYBERSECURITY 21 INCIDENTS 2 A Practical Method of Identifying Cyberattacks EXECUTIVE OVERVIEW SUMMARY The frequency and scope of cyberattacks Cyberattacks carried out by a range of entities are continue to grow, and yet despite the seriousness a growing threat to the security of governments of the problem, it remains extremely difficult to and their citizens. There are three main sources differentiate between the various sources of an of attacks; activists, criminals and governments, attack. This paper aims to shed light on the main and - based on the evidence - it is sometimes types of cyberattacks and provides examples hard to differentiate them. Indeed, they may of each. In particular, a high level framework sometimes work together when their interests for investigation is presented, aimed at helping are aligned. The increasing frequency and severity analysts in gaining a better understanding of the of the attacks makes it more important than ever origins of threats, the motive of the attacker, the to understand the source. Knowing who planned technical origin of the attack, the information an attack might make it easier to capture the contained in the coding of the malware and culprits or frame an appropriate response. the attacker’s modus operandi.