Sumit kar focus of this thesis is to investigate and design an anomaly detection system which can detect dos and ddos attack with high attack detection and low anukool lakhina et al have largely focused on traffic volume as a principal metric in comparison, feature-based analysis has two key benefits first, it enables. Ak marnerides, on characterization & decomposition of internet traffic dynamics, phd thesis, dept of computing & communications, lancaster anukool lakhina , mark crovella , christophe diot, diagnosing network-wide traffic anomalies, proceedings of the 2004 conference on applications,. Evaluate my thesis manuscript, and along with michel misson for being in the jury for my thesis defense work covered in this thesis considers the wsn supporting ip connectivity and running over the low-duty  anukool lakhina, konstantina papagiannaki, mark crovella christophe diot, eric d. Prior to that, dr murthy completed a master's thesis in next generation expert systems from iit-madras computer science with a team size of now more than 400+ guavus was founded in 2006 by anukool lakhina, who holds a bs, ms and a phd in computer science from boston university and brings more than a. Attacks against networks and its services are permanent concerns for internet service providers and datacenters several methods for anomaly detection in high-speed links have been researched in the last years this article evaluates a simple method based on the holt-winters forecast model to verify.
A dissertation presented to the faculty of princeton university in candidacy for the degree of doctor of philosophy recommended for acceptance the first chapter of this thesis we present a system that leverages machine learning tee mark crovella & anukool lakhina, for generosity in time, energy, and software. Entropy-based worm detection for fast ip networks phd thesis, eth zurich, 2008 print version: verlag dr hut, isbn 378-3-89963-801-1 daniela brauckhoff, bernhard tellenbach, arno wagner, martin may, anukool lakhina impact of packet sampling on anomaly detection metrics proceedings of the 6th acm sigcomm. In this thesis we describe the design and implementation of hermes, a distributed , event- based middleware platform this thesis argues that event-based middleware will form the next generation of middleware for large-scale [ mlmb01] alberto medina, anukool lakhina, ibrahim matta, and john byers brite: an.
Anukool lakhina, mark crovella, and christophe diot £ э a lakhina and m crovella are with the department of computer science, boston university email: our thesis is that examining distributions of traffic features yields considerable diagnostic power in both detection and classification of a large set of anomalies. Tesis de doctorado en informática mathematical analysis of scheduling policies in peer-to-peer video streaming networks pablo gabriel romero matías barrios y nuevamente pablo rodríguez, los resultados de esta tesis fueron probados en  alberto medina, anukool lakhina, ibrahim matta, and john byers. Different automatic analysis techniques for darknet traffic has been proposed in this thesis the current manual analysis and the large amount of darknet traffic, also means that in another study conducted by lakhina et al , the  anukool lakhina, konstantina papagiannaki, mark crovella, christophe diot, eric.
Deprivation thesis research touchmv anukool lakhina thesis phd thesis sleep deprivation in rats effects on learning and cognitive flexibility pdf download available best masters thesis statement ideas slideshare sleep deprivation thesis statement ipgproje com kidakitap com writing a book report in mla format. 2016 bin liu, ramesh govindan, brian uzzi, do emotions expressed online correlate with actual changes in decision-making: the case of stock day traders , plosone, january 2016 [pdf] yitao hu, xiaochen liu, suman nath, ramesh govindan, alps: accurate landmark positioning at city scales, the 2016 acm. Top dissertation proposal editor sites for mba cheap curriculum vitae ghostwriter for hire for mba dell essay contest essay about gender and sexuality process of college life essay best assignment editor websites online sample resume cpa accountant human rights socialist essay contest 2017.
Sampling-on-demand in sdn research thesis submitted in partial fulfillment of the requirements for the degree of master of science in computer science anukool lakhina impact of packet sampling on anomaly detection metrics in proceedings of the 6th acm sigcomm conference on internet measure- ment. This thesis is brought to you for free and open access by [email protected] it has been thesis committee: major professor lisa dipippo natallia katenka joan peckham yan sun nasser h zawia dean of the graduate school lakhina, anukool, crovella, mark, and diot, christophe, diagnosing. Research scientist office: san diego supercomputer center 321 phone: 858- 822-0882 email: amogh at caida dot org my pgp key fingerprint is: 67b6 c8ad 8043 62e5 e702 ade3 c532 e198 a2a4 70d7 short bio. A degree's thesis submitted to the faculty of the escola tècnica d'enginyeria de telecomunicació de barcelona universitat politècnica de catalunya by cristina pardo gonzález in partial  anukool lakhina, mark crovella, christophe diot, mining anomalies using traffic feature distributions.
Concept-learning in the absence of counter-examples: an autoassociation- based approach to classification phd thesis, rutgers, the state university of new jersey, 1999 a krizhevsky learning multiple layers of features from tiny images technical report, university of toronto, 2009 anukool lakhina, mark crovella, and. This is to certify that i have examined this copy of a doctoral dissertation by in presenting this dissertation in partial fulfillment of the requirements for the doctoral anukool lakhina helped apply his sampling biases tests to the rocketfuel dataset melody kadenko and shannon gilmore ensured that i always had coffee. Rewards of research and have offered useful professional advice mike freedman , sean montgomery, and ajay kulkarni have continually supported me for nearly ten years anukool lakhina has been an indispensable friend during the writing of this dissertation greg harfst, claire monteleoni, jamie fine,.
Multivariate online anomaly detection using kernel recursive least squares tarem ahmed and mark coates department of electrical and computer engineering mcgill university montreal, qc, canada email: [email protected] mailmcgillca, [email protected] anukool lakhina department of computer science. Bob carter phd 1998 performance measurement and prediction in packet- switched networks: techniques and applications bob's thesis was focused on how to choose the best server when data is replicated in the internet, which we called the “server selection problem” to address this, bob built. A host of nimble and proactive analytics tools loom on the horizon which will better prepare us for what anukool lakhina of big data company guavus calls ' knowing the now' in his 1994 essay, “the future of the book”, umberto eco reminds us that broadly prevalent literacy is a relative blip on the human culture timeline.