Zubair Md. Fadlullah

Dob
11/06/1980
D-1 Student (PhD, 1st year)
Kato Laboratory
Graduate School of Information Sciences (GSIS)
Aoba-yama, Sendai-Shi,
Tohoku, Japan.

On Leave:
Lecturer
Dept. of Computer Science & Information Technology,
Islamic University of Technology (IUT), Gazipur, Bangladesh
 

Mailing Address

Eiko Haitsu 302
Hachiman 2-4-11
Aoba-ku, Sendai-Shi
Japan

Contact Information

Qualifications

Currently a Doctoral Student, Tohoku University.
B.Sc, IUT, Bangladesh, 2003.
International Baccalaureate, United World College of the Atlantic UWCAC, UK, 96-98.

Expertise and Research Interests

NIDSs: Attacks against encrypted protocols are becoming increasingly popular. They pose a serious challenge to the conventional Intrusion Detection Systems (IDSs) which heavily rely on inspecting the network packet fields and are consequently unable to monitor encrypted sessions. IDSs can be broadly categorized into two types: signature based and anomaly based IDSs. The signature based IDSs rely on previous attack signatures but often render ineffective against new attacks. On the other hand, anomaly based detection systems depend on detecting the change in the protocol behavior which is caused by an attack. So the latter can be employed to detect novel attacks and therefore are often preferred over their signature based counterparts. We have envisioned an anomaly based IDS which can detect attacks against popular encrypted protocols such as SSH and SSL. Our system creates a normal behavior profile and uses non-parametric Cusum algorithm to detect deviation from the normal profile. Upon detecting anomaly, the proposed mechanism generates an alert and sets a delay to the protocol response. The effectiveness of the proposed detection scheme is verified via simulations.
 

Additionally, the encrypted attack-traffic makes tracing the source of the attack substantially more difficult. We have also addressed these issues and devised a traceback mechanism to track back attackers against encrypted protocols. In our efforts to combat attacks against cryptographic protocols, we have integrated a traceback mechanism at the monitoring stubs (MSs), which we previously introduced in detecting the attacks. While we previously focused on strategically placing monitoring stubs to detect attacks against encrypted protocols, in this work we aim in equipping the MSs with a traceback feature. In our approach, when a MS detects an attack, it starts tracing back to the root of the attack. The traceback mechanism relies on monitoring the extracted features at different MSs, i.e., in different points of the target network. At each MS, the monitored features over time provides a pattern which is compared or correlated with the monitored patterns at the neighboring MSs. A high correlation value in the patterns observed by two MSs indicate that the attack traffic propagated through the network elements covered by these MSs. Based on these correlation values and prior knowledge of the network topology, we can then construct a path back to the attacking hosts.

My next focus is to make a more robust detection and traceback scheme, all integrated into the MSs.

Keywords

Research Keywords:

Encrypting Protocols, Network Security, Traceback, IDSs, NS-2, Qualnet.

Publications

Awards and Merits

  • Public School Examination (SSC, Bangladesh, 1995): Stood 9th in order of merit in the whole country.
  • Scholarship to pursue International Baccalaureate (IB) at United World College of the Atlantic (UWCAC), UK, patroned by HM Prince of Wales and HM Queen Noor of Jordan.
  • Selected 9th in IUT candidate selection procedure, 1999
  • BSc in Computer Science & Information Technology, 2003 with First class, Distinction, and 2nd in order of merit in his Graduating Class.
  • Was awarded Monbukagakusho Scholarship by Govt. of Japan in the field of Applied Information Sciences, 2005.
  • Passed Entrance Examination, Tohoku University, Apr, 2006 and joined the esteemed Kato Lab as a graduate student.
  • Was awarded the prestigious Travel Grant 2007 from IEEE.
  • Was awarded the prestigious fund from Global COE for conducting further research in 2008.
  • Members of:
     - IEEE (Student Member)
     - Eng. Institute of Bangladesh
     - Tohoku Univ. Muslims Students' Assoc. (TUMCA)

Last Updated: 26/11/2009