Looking for a room
Looking for a shared room near campus
Hello Everyone,
I am looking for a permanent place near UMBC campus. I'd be happy to share the room with another person. I am a nice, easy going, Hygienic guy. I'd also love to help you with the household chores. If you have a place do contact me.
Any leads will be highly appreciated
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Hello Everyone, I am looking for a permanent place near UMBC campus. I'd be happy to share the room with another person. I am a nice, easy going, Hygienic guy. I'd also love to help you with...
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Classifieds
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Sun, 09 Jul 2023 13:23:12 -0400
Looking for an apartment
I am undergrad female student. I am clean, friendly, and responsible. I am expecting under 700 including utilities. I want place that is really close to bus stop ( < 5mins walk) or to UMBC (<10 mins bike). I can do one year lease but prefer not paying for summer because I won't be there.
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I am undergrad female student. I am clean, friendly, and responsible. I am expecting under 700 including utilities. I want place that is really close to bus stop ( < 5mins walk) or to UMBC...
https://my3.my.umbc.edu/api/v0/pixel/news/134246/guest@my.umbc.edu/ab49d9cf974bf6108e693eac8bce67ab/api/pixel
Classifieds
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Sun, 09 Jul 2023 12:33:09 -0400
PhD defense: Knowledge Graphs & Reinforcement Learning,
a Hybrid Approach for Cybersecurity Tasks
Ph.D. Dissertation Defense
Knowledge Graphs and Reinforcement Learning:
a Hybrid Approach for Cybersecurity Tasks
10:00am -12:00pm ET, Monday July 10, 2023
Dissertation Committee: Drs. Anupam Joshi (Chair/Advisor), Charles Nicholas, Chenchen Liu, Filip Perich, Joysula R. Rao, Sudip Mittal, Tim Finin
With the explosion of available data and computational power, machine learning and deep learning techniques are being increasingly used to solve problems. The domain of cybersecurity is no exception, as we have seen a significant amount of research in the recent past using data-driven machine learning approaches for different tasks.
Rule-based and supervised machine learning-based approaches are often brittle in detecting attacks, can be defeated by adversaries that adapt, and can't use the knowledge of experts. To address this problem, we propose a novel approach for cybersecurity tasks that leverages the supply of 'explicit' knowledge expressed as Knowledge Graphs, as well as the data-driven approaches of machine learning to ascertain the 'tacit' knowledge. The inspiration for this hybrid model is drawn from the manner in which security analysts work, combining their background knowledge with observed data from host and network-based sensors.
We focus on the tasks of malware detection and mitigation policy generation. We are specifically interested in the capability of synthesizing variants of a malware that can be further enhanced to detect unseen attacks. We combine the knowledge that is explicit with explorations in the 'action space' of detecting novel malware attacks as well as mitigating them. Analysts use past experiences and actions that they have taken when faced with attacks that manifest characteristics similar to the new one. The other component of their approach is exploring new `actions' that might be taken to respond to a novel malware, guided by their understanding of the domain. These steps can be considered as a 'trial and error' based approach. In this dissertation, we describe knowledge graph construction techniques from open-source text as well as several Reinforcement Learning based algorithms, guided by explicit background knowledge encoded in a knowledge graph, that best mimics the approach of security analysts. We observe that the efficiency of RL algorithms has increased by ~4% by incorporating prior knowledge. We also observe that in simulated environments RL policies are able to generate more precise mitigations with the help of prior knowledge.
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Ph.D. Dissertation Defense Knowledge Graphs and Reinforcement Learning: a Hybrid Approach for Cybersecurity Tasks Aritran Piplai 10:00am -12:00pm ET, Monday July 10, 2023...
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ai
cybersecurity
defense
learning
reinforcement
Computer Science and Electrical Engineering
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Computer Science and Electrical Engineering
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Sat, 08 Jul 2023 13:20:57 -0400
Sat, 08 Jul 2023 15:54:04 -0400
Taki still having issues
There are ongoing issues with Slurm on Taki
There are still problems with Taki. I am currently working on rebooting the nodes across the cluster. If you see nodes marked as draining or drained, these will be rebooted. This is an ongoing problem and I am working on getting this resolved. I'll update you once I have more information.
--------
Randy Philipp
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There are still problems with Taki. I am currently working on rebooting the nodes across the cluster. If you see nodes marked as draining or drained, these will be rebooted. This is an ongoing...
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HPCF
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Fri, 07 Jul 2023 15:46:49 -0400
Private bedroom available from August in downtown Arbutus
Next to UMBC shuttle, quite and safe neighborhood
I'm looking for a responsible, friendly, and respectful female roommate to renew the lease for my current apartment. It's a two-bedroom apartment located in downtown Arbutus. The apartment is next to two shuttle stops and is less than 5 minutes to campus by car. Lease is for a year and begins in September but an earlier move-in for August is preferred. Rent is $800/month and includes all utilities and internet. The apartment is spacious, comes with a lot of storage space, and the bedroom is huge. The unit comes with all appliances, central air/heating, dishwasher, washer and dryer, as well as reserved parking.
The apartment is in a residential neighborhood and next to a pharmacy, multiple restaurants, grocery store, movie theater, gas stations, etc. It's a quiet community, and the surrounding area is walkable. I'm a rising third-year doctoral student and have a hectic schedule. It's important for me to have a comfortable and relaxing space and I enjoy keeping the place nice and clean. I'm looking for a considerate, clean, and respectful roommate.
Security deposit equivalent to one month's rent is required. No pets, smoking, drugs, or parties.
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I'm looking for a responsible, friendly, and respectful female roommate to renew the lease for my current apartment. It's a two-bedroom apartment located in downtown Arbutus. The apartment is next...
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Classifieds
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Fri, 07 Jul 2023 15:18:26 -0400
Pilot Study: All of Us Research Program
National Library of Medicine (NLM)
Exciting
research news!
UMBC has
been selected to participate in the pilot cohort of the All of Us Data
Training and Engagement for Academic Libraries Program presented by the
National Library of Medicine (NLM) and the All of Us Research
Program. Representing UMBC in this cohort will be Brianna Hughes, Jasmine Shumaker and Semhar Yohannes.
Acknowledging the contributions of
libraries to scientific research teams, this Program is designed to build and
strengthen the research capacity of libraries at institutions with a significant
percentage of students from groups that are underrepresented in the biomedical
workforce, such as ours. The
Program will encourage our academic librarians to learn about the All
of Us Researcher Workbench dataset and enhance
their skills in biomedical and public health data and our Library's research
capacity through engagement in an exciting community-learning cohort.
Data-driven research continues to be a
priority for academic institutions as it contributes to providing information
about diseases, risk factors, and public health, and can increase academic
publication rates and grant awards. Participation in this program will
help raise our research profile, expand publications, and assist our students
and researchers by providing access to one of the largest, richest, most
diverse biomedical datasets of
its kind.
The All of Us Research
Program dataset offers access to a diverse, longitudinal dataset that can be
used by student and faculty who may not have access to other datasets. The NIH
has worked with research communities and community members to ensure a robust
research protocol that respects participants and the needs of the research
community. This dataset includes biological and social determinants of
health data on a large, inclusive scale, that follows participants as they
move, age, and grow. It is beneficial for students and researchers in social
sciences as well as biomedical and public health programs.
To address Program objectives and
facilitate an institutional infrastructure and capacity-building, participation
in the Program makes us eligible for an infrastructure award of up to $43,000.
We hope you are as excited as we are
to have been selected for such a wonderful opportunity. We will continue to
update you on our progress throughout the program.
Brianna
Hughes, Jasmine Shumaker and Semhar Yohannes.
]]>
Exciting research news! UMBC has been selected to participate in the pilot cohort of the All of Us Data Training and Engagement for Academic Libraries Program presented by the National Library...
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Albin O. Kuhn Library & Gallery
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Albin O. Kuhn Library & Gallery
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Fri, 07 Jul 2023 13:46:22 -0400
Jacqueline Pollauf presents at American Harp Society
Harpist Jacqueline Pollauf recently performed at the American Harp Society's Summer Institute in Los Angeles, California. She presented a program of works by women composers, including Lili Boulanger, Grace Becker Vamos, and Betty Jackson King. Two of the works are Pollauf's own transcriptions, and she offered remarks about the composers throughout the program.
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Harpist Jacqueline Pollauf recently performed at the American Harp Society's Summer Institute in Los Angeles, California. She presented a program of works by women composers, including Lili...
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Music
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Music
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Fri, 07 Jul 2023 12:50:22 -0400
Lori Kesner performing with Utah Festival Opera
Dr. Lori Kesner, affiliate artist in flute, is returning to Logan, Utah for her thirteenth summer with the Utah Festival Opera and Musical Theatre Company, where she plays flute and piccolo. She will be performing Wagner's Lohengrin, Verdi's Aida, Ned Rorem's Our Town, and Britten's War Requiem.
]]>
Dr. Lori Kesner, affiliate artist in flute, is returning to Logan, Utah for her thirteenth summer with the Utah Festival Opera and Musical Theatre Company, where she plays flute and piccolo. She...
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Music
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Music
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Fri, 07 Jul 2023 12:44:37 -0400
Looking for accommodation
Incoming International student for this fall
Hi, Im an international student (Indian) arriving in Maryland on August 17th. I am looking for permanent accommodation along the UMBC transit routes. preferably well accessible and spacious rooms. I am fine with sharing a room. From what I heard and saw, Jamestown townhouses and apartments seems like a good place to stay. If anyone have any leads or vacancies, please let me know. Thanks.
You can reach me at +91-8919838587
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Hi, Im an international student (Indian) arriving in Maryland on August 17th. I am looking for permanent accommodation along the UMBC transit routes. preferably well accessible and spacious rooms....
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Fri, 07 Jul 2023 11:23:53 -0400
Congratulations to Dr. Michelle Starz-Gaiano
The First Female Chair of the UMBC Biological Sciences Dept!
Michelle Starz-Gaiano,
joined UMBC as an assistant professor in 2008. Since then, she's been a researcher, a mentor, and a leader. This August, she will bring that experience to a new role: department chair. #UMBCproud
Click to read the full article by Sara Hansen:
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Michelle Starz-Gaiano, @UMBCBiology, joined UMBC as an assistant professor in 2008. Since then, she's been a researcher, a mentor, and a leader. This August, she will bring that experience to a...
https://umbc.edu/stories/michelle-starz-gaiano-department-chair/
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