Understanding and Blocking the New Botnets White Paper
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DETECTING BOTS in INTERNET CHAT by SRITI KUMAR Under The
DETECTING BOTS IN INTERNET CHAT by SRITI KUMAR (Under the Direction of Kang Li) ABSTRACT Internet chat is a real-time communication tool that allows on-line users to communicate via text in virtual spaces, called chat rooms or channels. The abuse of Internet chat by bots also known as chat bots/chatterbots poses a serious threat to the users and quality of service. Chat bots target popular chat networks to distribute spam and malware. We first collect data from a large commercial chat network and then conduct a series of analysis. While analyzing the data, different patterns were detected which represented different bot behaviors. Based on the analysis on the dataset, we proposed a classification system with three main components (1) content- based classifiers (2) machine learning classifier (3) communicator. All three components of the system complement each other in detecting bots. Evaluation of the system has shown some measured success in detecting bots in both log-based dataset and in live chat rooms. INDEX WORDS: Yahoo! Chat room, Chat Bots, ChatterBots, SPAM, YMSG DETECTING BOTS IN INTERNET CHAT by SRITI KUMAR B.E., Visveswariah Technological University, India, 2006 A Thesis Submitted to the Graduate Faculty of The University of Georgia in Partial Fulfillment of the Requirements for the Degree MASTER OF SCIENCE ATHENS, GEORGIA 2010 © 2010 Sriti Kumar All Rights Reserved DETECTING BOTS IN INTERNET CHAT by SRITI KUMAR Major Professor: Kang Li Committee: Lakshmish Ramaxwamy Prashant Doshi Electronic Version Approved: Maureen Grasso Dean of the Graduate School The University of Georgia December 2010 DEDICATION I would like to dedicate my work to my mother to be patient with me, my father for never questioning me, my brother for his constant guidance and above all for their unconditional love. -
Botnets, Cybercrime, and Cyberterrorism: Vulnerabilities and Policy Issues for Congress
Order Code RL32114 Botnets, Cybercrime, and Cyberterrorism: Vulnerabilities and Policy Issues for Congress Updated January 29, 2008 Clay Wilson Specialist in Technology and National Security Foreign Affairs, Defense, and Trade Division Botnets, Cybercrime, and Cyberterrorism: Vulnerabilities and Policy Issues for Congress Summary Cybercrime is becoming more organized and established as a transnational business. High technology online skills are now available for rent to a variety of customers, possibly including nation states, or individuals and groups that could secretly represent terrorist groups. The increased use of automated attack tools by cybercriminals has overwhelmed some current methodologies used for tracking Internet cyberattacks, and vulnerabilities of the U.S. critical infrastructure, which are acknowledged openly in publications, could possibly attract cyberattacks to extort money, or damage the U.S. economy to affect national security. In April and May 2007, NATO and the United States sent computer security experts to Estonia to help that nation recover from cyberattacks directed against government computer systems, and to analyze the methods used and determine the source of the attacks.1 Some security experts suspect that political protestors may have rented the services of cybercriminals, possibly a large network of infected PCs, called a “botnet,” to help disrupt the computer systems of the Estonian government. DOD officials have also indicated that similar cyberattacks from individuals and countries targeting economic, -
The Downadup Codex a Comprehensive Guide to the Threat’S Mechanics
Security Response The Downadup Codex A comprehensive guide to the threat’s mechanics. Edition 2.0 Introduction Contents Introduction.............................................................1 Since its appearance in late-2008, the Downadup worm has become Editor’s Note............................................................5 one of the most wide-spread threats to hit the Internet for a number of Increase in exploit attempts against MS08-067.....6 years. A complex piece of malicious code, this threat was able to jump W32.Downadup infection statistics.........................8 certain network hurdles, hide in the shadows of network traffic, and New variants of W32.Downadup.B find new ways to propagate.........................................10 defend itself against attack with a deftness not often seen in today’s W32.Downadup and W32.Downadup.B threat landscape. Yet it contained few previously unseen features. What statistics................................................................12 set it apart was the sheer number of tricks it held up its sleeve. Peer-to-peer payload distribution...........................15 Geo-location, fingerprinting, and piracy...............17 It all started in late-October of 2008, we began to receive reports of A lock with no key..................................................19 Small improvements yield big returns..................21 targeted attacks taking advantage of an as-yet unknown vulnerability Attempts at smart network scanning...................23 in Window’s remote procedure call (RPC) service. Microsoft quickly Playing with Universal Plug and Play...................24 released an out-of-band security patch (MS08-067), going so far as to Locking itself out.................................................27 classify the update as “critical” for some operating systems—the high- A new Downadup variant?......................................29 Advanced crypto protection.................................30 est designation for a Microsoft Security Bulletin. -
Post-Mortem of a Zombie: Conficker Cleanup After Six Years Hadi Asghari, Michael Ciere, and Michel J.G
Post-Mortem of a Zombie: Conficker Cleanup After Six Years Hadi Asghari, Michael Ciere, and Michel J.G. van Eeten, Delft University of Technology https://www.usenix.org/conference/usenixsecurity15/technical-sessions/presentation/asghari This paper is included in the Proceedings of the 24th USENIX Security Symposium August 12–14, 2015 • Washington, D.C. ISBN 978-1-939133-11-3 Open access to the Proceedings of the 24th USENIX Security Symposium is sponsored by USENIX Post-Mortem of a Zombie: Conficker Cleanup After Six Years Hadi Asghari, Michael Ciere and Michel J.G. van Eeten Delft University of Technology Abstract more sophisticated C&C mechanisms that are increas- ingly resilient against takeover attempts [30]. Research on botnet mitigation has focused predomi- In pale contrast to this wealth of work stands the lim- nantly on methods to technically disrupt the command- ited research into the other side of botnet mitigation: and-control infrastructure. Much less is known about the cleanup of the infected machines of end users. Af- effectiveness of large-scale efforts to clean up infected ter a botnet is successfully sinkholed, the bots or zom- machines. We analyze longitudinal data from the sink- bies basically remain waiting for the attackers to find hole of Conficker, one the largest botnets ever seen, to as- a way to reconnect to them, update their binaries and sess the impact of what has been emerging as a best prac- move the machines out of the sinkhole. This happens tice: national anti-botnet initiatives that support large- with some regularity. The recent sinkholing attempt of scale cleanup of end user machines. -
Malware and Social Engineering Attacks
chapter 2 Malware and Social Engineering Attacks After completing this chapter, you will be able to do the following: ● Describe the differences between a virus and a worm ● List the types of malware that conceals its appearance ● Identify different kinds of malware that is designed for profit ● Describe the types of social engineering psychological attacks ● Explain physical social engineering attacks 41 42 Chapter 2 Malware and Social Engineering Attacks Today’s Attacks and Defenses Successful software companies use a variety of strategies to outsell their competition and gain market share. These strategies may include selling their software at or below a com- petitor’s price, offering better technical support to customers, or providing customized software for clients. And if all else fails, a final strategy can be to buy out the competition through a merger or acquisition. These strategies are also being widely used by attackers who sell their attack software to others. Approximately two out of three malicious Web attacks have been developed using one of three popular attack toolkits. The toolkits are MPack (the most popular attack toolkit, which has almost half of the attacker toolkit mar- ket), NeoSploit, and ZeuS. These toolkits, which are bought and sold online through the underground attacker community, are used to create customized malware that can steal personal information, execute fraudulent financial transactions, and infect computers without the user’s knowledge. The toolkits range in price from only $40 to as much as $8,000. The developers behind these attack toolkits compete fiercely with each other. Some of their tactics include updating the toolkits to keep ahead of the latest security defenses, advertising their attack toolkits as cheaper than the competition, and provid- ing technical support to purchasers. -
Spamalytics: an Empirical Analysis of Spam Marketing Conversion
Spamalytics: An Empirical Analysis of Spam Marketing Conversion Chris Kanich∗ Christian Kreibich† Kirill Levchenko∗ Brandon Enright∗ Geoffrey M. Voelker∗ Vern Paxson† Stefan Savage∗ † ∗ International Computer Science Institute Dept. of Computer Science and Engineering Berkeley, USA University of California, San Diego, USA [email protected],[email protected] {ckanich,klevchen,voelker,savage}@cs.ucsd.edu [email protected] ABSTRACT Unraveling such questions is essential for understanding the eco- The “conversion rate” of spam — the probability that an unso- nomic support for spam and hence where any structural weaknesses licited e-mail will ultimately elicit a “sale” — underlies the entire may lie. Unfortunately, spammers do not file quarterly financial spam value proposition. However, our understanding of this critical reports, and the underground nature of their activities makes third- behavior is quite limited, and the literature lacks any quantitative party data gathering a challenge at best. Absent an empirical foun- study concerning its true value. In this paper we present a method- dation, defenders are often left to speculate as to how successful ology for measuring the conversion rate of spam. Using a parasitic spam campaigns are and to what degree they are profitable. For ex- infiltration of an existing botnet’s infrastructure, we analyze two ample, IBM’s Joshua Corman was widely quoted as claiming that spam campaigns: one designed to propagate a malware Trojan, the spam sent by the Storm worm alone was generating “millions and other marketing on-line pharmaceuticals. For nearly a half billion millions of dollars every day” [2]. While this claim could in fact be spam e-mails we identify the number that are successfully deliv- true, we are unaware of any public data or methodology capable of ered, the number that pass through popular anti-spam filters, the confirming or refuting it. -
Security of Personal Identifiable Information
https://doi.org/10.48009/2_iis_2008_634-638 SECURITY OF PERSONAL IDENTIFIABLE INFORMATION Jack D. Shorter,Texas A&M University – Kingsville, [email protected] Karen A. Forcht, North Carolina A & T University, [email protected] Alicia Aldridge,Appalachian State University, [email protected] Daphyne S. Thomas, James Madison University,[email protected] Abstract impacted if Google’s merger with DoubleClick is completed? In today’s fast moving world, the use of technology has become a part of everyday life. Whether it is DoubleClick is one of the fastest growing digital using a computer to access the Internet, sending marketers, and the amount of user data that could be email, or using cell phones to contact friends and provided to them from Google would be phenomenal. family, technology is found in almost everything. At issue is whether Google can be trusted with users’ Technology provides many conveniences such as PII at its disposal. Armed with this information online banking, renewing a driver’s license, making a DoubleClick could target consumers with a method known as “retargeting.” This type of practice was consumer purchase, or conducting research. th However, using technology has its pros and cons. On one of the topics discussed at the 17 annual the positive side, conducting personal business online Conference on Computers, Freedom & Privacy in is convenient, saves time, and is economical. May 2007. This method uses ads and serves them to However, with the pluses, there are usually minuses users based on their Web surfing behaviors. [4] as well. In the case of an online consumer purchase, one may find price deals, but may discover a lack of A user uses a search engine such as Google to find a quality or poor customer care. -
What Is Exploit Kit and How Does It Work? [1]Ade Kurniawan, [2]Ahmadfitriansyah [1][2]Department of Informatics Engineering, Universal University,Batam, Indonesia
International Journal of Pure and Applied Mathematics Volume 118 No. 20 2018, 509-516 ISSN: 1314-3395 (on-line version) url: http://www.ijpam.eu Special Issue ijpam.eu What is Exploit Kit and How Does it Work? [1]Ade Kurniawan, [2]AhmadFitriansyah [1][2]Department of Informatics Engineering, Universal University,Batam, Indonesia Abstract— In the Year 2016 to mid-2017, the analysts have claimed those years as the years of Malware especially Ransomware. The number, spread, infection and impact of malware have caused many users, businesses, governments, and organizations to be anxious, one of the tools to spread it by using exploit kits. A popular method of mass distribution used the perpetrators of cyber criminals is using the exploit kit. Exploit kit has become more effective, cheaper and sophisticated tools to spread malware to their victims. Therefore, in this paper, we provide this research using the Network Forensic Method. The results which are done will explain the chain of events about what the exploit kit is and how the exploit kit works, including actors, campaigns, payload, and terminology involved in the spreading of malware Index Terms—Exploit Kit, Payload, Malware, Ransomware, and Chain of events. I. INTRODUCTION In our digital era, everything is connected and Network Forensics Method. Network forensics is a everyone is vulnerable. The development, part of Digital Forensic conducted with scientific dependability, and complexity of computer software methods to identify, analyse and reconstruct events have brought immediate implications for global based on digital evidence/logs from the network safety and security, especially physical objects such [14][15][16]. -
Analyse De Mpack Et De La Bluepill (Septembre 2007)
7 BRE 200 L’ACTU SÉCU 16 SEPTEM LES “UNE MENACE NOMMÉE MPACK” Le hacking devient un jeu d’enfant... SOMMAIRE DOSSIER SPÉCIAL PACK : LES ROOTKITS VIRTUELS “BLUEPILL” ARTNERS.COM MPACK et TORPIG LES VULNÉRABILITÉS DU MOIS ICEPACK LES OUTILS LIBRES .XMCOP FISHING_BAIT SHARK WWW © XMCO Partners - 2007 [1] Ce document est la propriété du cabinet XMCO Partners. Toute reproduction est strictement interdite. 7 BRE 200 L’EDITO SEPTEM Les packs spécial rentrée... Vous avez certainement vu le film tions, nous plongeons pour vous Michel Sardou et de Johnny Hal- « The Matrix » : le monde dans au cœur des menaces du moment lyday contrôlés par une backdoor lequel nous vivons ne serait pas pour les décortiquer et ainsi vous (voir l’interview de LCI de Marc réel, nous serions en fait endormis aider à vous en protéger. Behar sur notre site). pendant qu’une machine nous ferait vivre dans un monde virtuel L’Actu Secu continue d’évoluer et et utiliserait notre énergie vitale ne manquera pas de présenter pour se nourrir. des sujets d’actualité comme : l’ISO27001, la sécurité Bluetooth, Cette fiction est la toile de fond de l’Ajax ou encore les risques liés à ce 16ième ActuSécu. Fort de nos la technologie RFID… 1000 téléchargements pour son numéro consacré aux Botnets, Bonne lecture nous vous présentons pour cette rentrée 2007 les menaces qui font L’équipe XMCO vous souhaite et feront parler d’elles : MPACK, une bonne rentrée IcePack, la BluePill, Torpig, Des menaces d'ailleurs présentes Shark… dans l’actualité du mois d’août : les clients du Crédit Mutuel atta- Avec le même souci de clarté qui qués par le trojan Banker « Tor- nous anime lors de nos presta- pig » ou encore les ordinateurs de AOUT 2007 Nombre de bulletins Microsoft : 9 Nombre d’exploits dangereux : 20 Nombre de bulletins XMCO : 103 Le TOP des Menaces du Mois 1. -
The Most Common Blunder People Make When the Topic of a Computer Virus Arises Is to Refer to a Worm Or Trojan Horse As a Virus
Trojan And Email Forging 1) Introduction To Trojan&viruses: A Trojan horse, or Trojan, in computing is a generally non-self-replicating type of malware program containing malicious code that, when executed, carries out actions determined by the nature of the Trojan, typically causing loss or theft of data, and possible system harm. The term is derived from the story of the wooden horse used to trick defenders of Troy into taking concealed warriors into their city in ancient Anatolia, because computer Trojans often employ a form of social engineering, presenting themselves as routine, useful, or interesting in order to persuade victims to install them on their computers.[1][2][3][4][5] A Trojan often acts as a backdoor, contacting a controller which can then have unauthorized access to the affected computer.[6] While Trojans and backdoors are not easily detectable by themselves, computers may appear to run slower due to heavy processor or network usage. Malicious programs are classified as Trojans if they do not attempt to inject themselves into other files (computer virus) or otherwise propagate themselves (worm).[7] A computer may host a Trojan via a malicious program a user is duped into executing (often an e-mail attachment disguised to be unsuspicious, e.g., a routine form to be filled in) or by drive-by download. The Difference Between a Computer Virus, Worm and Trojan Horse The most common blunder people make when the topic of a computer virus arises is to refer to a worm or Trojan horse as a virus. One common mistake that people make when the topic of a computer virus arises is to refer to a worm or Trojan horse as a virus. -
Attacker Chatbots for Randomised and Interactive Security Labs, Using Secgen and Ovirt
Hackerbot: Attacker Chatbots for Randomised and Interactive Security Labs, Using SecGen and oVirt Z. Cliffe Schreuders, Thomas Shaw, Aimée Mac Muireadhaigh, Paul Staniforth, Leeds Beckett University Abstract challenges, rewarding correct solutions with flags. We deployed an oVirt infrastructure to host the VMs, and Capture the flag (CTF) has been applied with success in leveraged the SecGen framework [6] to generate lab cybersecurity education, and works particularly well sheets, provision VMs, and provide randomisation when learning offensive techniques. However, between students. defensive security and incident response do not always naturally fit the existing approaches to CTF. We present 2. Related Literature Hackerbot, a unique approach for teaching computer Capture the flag (CTF) is a type of cyber security game security: students interact with a malicious attacker which involves collecting flags by solving security chatbot, who challenges them to complete a variety of challenges. CTF events give professionals, students, security tasks, including defensive and investigatory and enthusiasts an opportunity to test their security challenges. Challenges are randomised using SecGen, skills in competition. CTFs emerged out of the and deployed onto an oVirt infrastructure. DEFCON hacker conference [7] and remain common Evaluation data included system performance, mixed activities at cybersecurity conferences and online [8]. methods questionnaires (including the Instructional Some events target students with the goal of Materials Motivation Survey (IMMS) and the System encouraging interest in the field: for example, PicoCTF Usability Scale (SUS)), and group interviews/focus is an annual high school competition [9], and CSAW groups. Results were encouraging, finding the approach CTF is an annual competition for students in Higher convenient, engaging, fun, and interactive; while Education (HE) [10]. -
Using Malware's Self-Defence Mechanism to Harden
Using Malware’s Self-Defence Mechanism to Harden Defence and Remediation Tools Jonathan Pan Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore [email protected] Abstract— Malware are becoming a major problem to every them to completely bypass the protection of Firewall and individual and organization in the cyber world. They are Anti-Virus. According to Filiol [30], Malware detection is a advancing in sophistication in many ways. Besides their NP-hard problem. Besides the fact that these defences are advanced abilities to penetrate and stay evasive against detection becoming ineffective against Malware, these defences are also and remediation, they have strong resilience mechanisms that becoming victims of attacks by Malware as part of the latter’s are defying all attempts to eradicate them. Malware are also attacking defence of the systems and making them defunct. self-preservation strategy [21], [27]. The starting point of this When defences are brought down, the organisation or individual cyber problem with Malware is their ability to infiltrate. This will lose control over the IT assets and defend against the is typically done through the weakest link in the defence Malware perpetuators. In order to gain the capability to defend, strategy due to humans are involved. One went as far as to it is necessary to keep the defences or remediation tools active comment that it is people’s stupidity that led to security lapses and not defunct. Given that Malware have proven to be resilient [7]. Malware will inevitably infiltrate past the defences and against deployed defences and remediation tools, the proposed when they do, it is essential to quickly contain these Malware research advocates to utilize the techniques used by Malware to before they induce greater damages to the organizations.