Post-Baccalaureate Certificate in Professional Studies: Digital Forensics

UMBC’s cybersecurity graduate program has added a new 12-credit post-baccalaureate certificate in professional studies focused on digital forensics.

The Digital Forensics certificate program is intended for early and mid-career IT and law- enforcement professionals who want to learn basic and advanced concepts and develop skills in the field of computer forensics. Students will understand the role of digital/computer forensics as a subspecialty of cybersecurity. Through firsthand experience using industry-standard forensic tools, techniques, and procedures in the digital forensic process, students will understand the incident-handling process, the special rules of evidence that apply to cybercrime investigations (i.e., chain of custody, search and seizure, forensic imaging), and the relevant state, federal, and/or regulatory frameworks governing such activities within different industry sectors (such as defense, healthcare, and financial services). The four-course, 12-credit certificate can be applied toward obtaining the MPS in Cybersecurity degree.

• CYBR 620 Intro to Cybersecurity or CMSC equivalent (i.e., CMSC 626, CMSC 687)
• CYBR 641 Computer Crime Investigations
• CYBR 642 Introduction to Digital Forensics
• CYBR 643 Advanced Digital Forensics

UMBC CSEE student and alumna to attend Heidelberg Laureate Forum

A UMBC Ph.D. student and an alumna have been selected to participate in this year’s international Nobel laureate forums, which connect top student engineers and scientists from universities around the globe with the world’s leading scientific researchers.

Kavita Krishnaswamy ‘07, computer science and mathematics, and Ph.D. ‘18, computer science, will attend the Heidelberg Laureate Forum, and Naomi Mburu ‘18, chemical engineering, will attend the Lindau Nobel Laureate Forum. William Easley ‘13, information systems management, M.S. ‘15, human-centered computing, and Ph.D. ‘22, human-centered computing, was also nominated to participate in the Heidelberg Laureate Forum.

“These competitive events bring great minds, who have been recognized for outstanding scientific achievement, together with a new generation of scientists, who are considered to be among the top young minds from countries around the world,” explains Renetta Tull, associate vice provost for strategic initiatives. She is delighted to say, “This year, we have not one, but two students from UMBC who will receive this significant honor.”

Mburu, the first UMBC student to receive the Rhodes Scholarship, will attend the 68th Lindau Nobel Laureate meeting, June 24 – 29, in Lindau, Germany. The meeting brings approximately 500 undergraduate and Ph.D. students, and post-doctoral researchers together from around the globe to promote connections between scientists across generations, cultures, and disciplines. Each year the focus of the meeting changes to address topics including physiology, medicine, physics, and chemistry.

“I am beyond excited to be attending this meeting with 40+ Nobel laureates and brilliant students from around the world,” says Mburu. “There will be opportunities to both network and speak with the Nobel laureates, while celebrating different cultures and learning more about advances in medicine and physiology.”

In addition to her most recent honors, Mburu received a Goldwater Scholarship in 2016. She has also already conducted research at European Organization for Nuclear Research in Switzerland.

During the one-week-long Heidelberg Laureate Forum, Krishnaswamy will have the opportunity to connect and network with leaders in the fields of mathematics and computer science. The forum will be held at Heidelberg University in Germany, September 22 – 28.

Krishnaswamy is one of just 200 students from around the world selected to participate in the Heidelberg Laureate Forum. She shares, “I am very thankful for the opportunity to represent UMBC and help promote the public understanding of mathematics and computer science from the perspective of improving the quality of life for individuals with physical disabilities through the advancement of robotics.”

Krishnaswamy’s previous honors include being named a Microsoft Fellow and received the Google Lime Scholars in 2017, prestigious honors that recognize emerging scholars in computing who are dedicated to increasing diversity in the industry.

“At UMBC we think of our university as an institution committed to inclusive excellence that prepares students who can compete on a global scale,” Tull reflects. “Kavita and Naomi’s awards signify that others around the world agree.”

Adapted from a UMBC news article by Megan Hanks. Banner image: Nobel Prize. Photo by Flickr user Adam Baker under license CC BY 2.0.

ACM Tech Talk Series

​A Practitioner’s Introduction to Deep Learning

​Ashwin Kumar Ganesan, PhD student

1:00-2:00pm Friday, 17 November 2017​, ITE325, UMBC

In recent years, Deep Neural Networks have been highly successful at performing a number of tasks in computer vision, natural language processing and artificial intelligence in general. The remarkable performance gains have led to universities and industries investing heavily in this space. This investment creates a thriving open source ecosystem of tools & libraries that aid the design of new architectures, algorithm research as well as data collection.

This talk (and hands-on session) introduce people to some of the basics of machine learning, neural networks and discusses some of the popular neural network architectures. We take a dive into one of the popular libraries, Tensorflow, and an associated abstraction library Keras.

To participate in the hands-on aspects of the workshop, bring a laptop computer with Python installed and install the following libraries using pip.  For windows or (any other OS) consider doing an installation of anaconda that has all the necessary libraries.

• numpy, scipy & scikit-learn
• tensorflow / tensoflow-gpu (The first one is the GPU version)
• matplotlib for visualizations (if necessary)
• jupyter & ipython (We will use python2.7 in our experiments)

Following are helpful links:

• https://www.tensorflow.org/install/
• https://www.scipy.org/install.html

Contact Nisha Pillai (NPillai1 at umbc.edu) with any questions regarding this event.

Open House: UMBC Graduate Professional Programs

The Fall Open House for UMBC Professional Programs, including the graduate programs on Cybersecurity and Data Science, takes place this coming Wednesday evening, 25 October 2017, at BWTECH South (map) from 6:00-7:30pm.

Students interested in pursuing such programs (MPS degrees and/or certificates) or just to learn more about the field are encouraged to register and attend. Current students interested in pursuing a BS/MPS option for selected programs (such as Cybersecurity or Data Science) are especially welcome.

Attendees who apply to start in Spring 18 will have their UMBC application fee waived.

The programs represented include:

• Cybersecurity
• Data Science
• Engineering Management
• Systems Engineering
• Health Information Technology
• Instructional Systems Development

Program directors for these programs will present in individual breakout sessions and relevant support staff from DPS, the UMBC Graduate School, Veterans Affairs, etc. will be on-hand to provide administrative overviews, answer questions, and mingle. Refreshments will be provided.

for more information, directions and to register, see here.

The upcoming CRA-Women Graduate Student Cohort for Women will be held April 13-14, 2018 in San Francisco, CA. CRA-W Grad Cohort for Women is a two-day workshop for female students in their first, second, or third year of graduate school in computing fields. The application is available here and closes November 30.

The workshop is generously funded by sponsors from industry, academia, the National Science Foundation, and the computing community. The workshop aims to increase the ranks of senior women in computing-related studies and research by building and mentoring nationwide communities of women through their graduate studies.

HackUMBC was a 24-hour tech innovation marathon where students across the East Coast collaborate on new ideas to build mobile, web and hardware projects. HackUMBC involved a diverse group of students, undergraduate, graduate and high school students over 18, who enjoy a weekend of hacking, workshops, tech talks, networking, and other fun activities. At the end of 24 hours, projects wer presented and judged for different prize categories from sponsors and other organizations. The winners were:

• First place: Kokua. Bringing communities together around natural disaster aid
• Second place: Cellular Rover. An advanced RC rover with unlimited radio range
• Third place: Identification of Most Harmed Regions in Puerto Rico. Using satellite and other data to map out the areas of Puerto Rico that were the most impaired due to Hurricane Maria
• Best Hardware Hack: Rap-Me-A-Recipe

• Best Design Hack: Eclipse Blazer. It’s a programmable RGB LED jacket that can really make you stand out in any crowd
• Best Unique Hack: Morsr. We set the foundation circuitry and code for a new form of audio, visual and physical communication: the TeleGraph

Want to learn about blockchain or machine learning? Like to get hands-on experience building software for IoT? Participate in DevFestMD ’17 and do all of that and more! DevFestMD is a day-long tech event filled with talks and hands-on workshops. So whether you’re thinking about joining the tech community or a seasoned software engineer, they have something for you. Early Bird tickets are only $10 and includes breakfast and lunch.

DevFestMD takes place on Friday, October 27, at Betamore at City Garage, 101 West Dickman St., Baltimore

HackUMBC hackathon, Saturday-Sunday 7-8 October 2017

HackUMBC is a 24-hour tech innovation marathon where students across the East Coast collaborate on new ideas to build mobile, web and hardware projects. HackUMBC invites diverse groups of students, undergraduate, graduate and high school students over 18, to enjoy a weekend of hacking, workshops, tech talks, networking, and other fun activities. At the end of 24 hours, projects are presented and judged for different prize categories from sponsors and other organizations.

What if I don’t have a team or an idea?: No problem! You can find a team once you arrive. Most hackers arrive without a team. You will often find inspiration for ideas at the hackathon.

What if I don’t code?: This is the perfect opportunity to learn something new! There will be workshops geared towards beginners and mentors to help you throughout the event.

What can I build?: Anything! Web, mobile, desktop, and hardware projects are all welcome. Projects will be judged based on creativity, technical difficulty, polish, and usefulness.

Will there be hardware? HackUMBC has partnered with MLH to provide hardware hacking resources to all hackers. Check out the full list of hardware.

How much does it cost? HackUMBC is free! Food, beverages, swag, workspaces, and sleeping areas will be provided. You just have to travel to the event and we will take care of the rest!

The event starts in Meyerhoff 030 at 10:00am on Saturday, October 7 and ends at 3:30pm on Sunday, October 8. Visit the HackUMBC site for complete details and to register.

UMBC Cyber Defense Lab

Results from the SFS Summer Research Study at UMBC

Enis Golaszewski, UMBC

12:00–1:00pm, Friday, 8 September 2017
ITE 228 (or nearby), UMBC

In summer 2017, UMBC held a cybersecurity research workshop that featured the UMBC Scholarship For Service (SFS) cohort working with the cooperation of the UMBC Department of Information Technology (DoIT) to analyze the security of NetAdmin, a software tool developed and used by DoIT. The workshop included six new SFS scholars transferring to UMBC from Montgomery College and Prince George’s Community College and provided students with experience in analyzing the security of software while uncovering serious flaws in the NetAdmin tool. NetAdmin allows authorized research faculty at UMBC to make research servers running on campus accessible to connections originating from off-campus.

Because NetAdmin directly modifies the campus firewall, possible security weaknesses in its architecture, implementation, or usage could present a significant risk to UMBC computer systems. During the four-day study, students uncovered multiple critical security flaws and developed recommendations for mitigating them. These flaws include architectural weaknesses, injection attack vulnerabilities, and susceptibility to man-in-the-middle attacks. The workshop was successful for improving the security of NetAdmin as well as integrating the incoming SFS scholars with the existing UMBC cohort.

In this talk, we will focus on the technical details of our security analysis of the NetAdmin tool.

Enis Golaszewski is a PhD student and SFS scholar in computer science working with Dr. Sherman on protocol analysis and the security of software-defined networks. Email:

Host: Alan T. Sherman,

AI system designs clothing for your personal fashion style

Everyone knows that more and more data is being collected about our everyday activities, like where we go online and in the physical world. Much of that data is being used for personalization. Recent UMBC CSEE Masters student Prutha Date explored a novel kind of personalization – creating clothing that matches your personal style.

Date developed a system that takes as input pictures of clothing in your closet, extracts a digitial representation of your style preferences, and then applies that style to new articles of clothing, like a picture pair of pants or a dress you find online. This work meshes well with recent efforts by Amazon to manufacture clothing on demand. Imagine being able to click on an article of clothing available online, personalize it to your style, and then have it made and shipped right to your door!

This innovative research was cited in a recent article in MIT Technology Review, Amazon Has Developed an AI Fashion Designer.

Tim Oates, a professor at the University of Maryland in Baltimore County, presented details of a system for transferring a particular style from one garment to another. He suggests that this approach might be used to conjure up new items of clothing from scratch. “You could train [an algorithm] on your closet, and then you could say here’s a jacket or a pair of pants, and I’d like to adapt it to my style,” Oates says.

Fashion designers probably shouldn’t fret just yet, though. Oates and other point out that it may be a long time before a machine can invent a fashion trend. “People innovate in areas like music, fashion, and cinema,” he says. “What we haven’t seen is a genuinely new music or fashion style that was generated by a computer and really resonated with people.”

You can read more about the work in a recent paper by Prutha Date, Ashwinkumar Ganesan and Tim Oates, Fashioning with Networks: Neural Style Transfer to Design Clothes. The paper describes how convolutional neural networks were used to personalize and generate new custom clothes based on a person’s preference and by learning their fashion choices from a limited set of clothes from their closet.