Re: [Idnet] Intelligence-Defined Network Architecture and Call for Interests
Brian Njenga <iambrianmuhia@gmail.com> Tue, 28 March 2017 18:26 UTC
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From: Brian Njenga <iambrianmuhia@gmail.com>
Date: Tue, 28 Mar 2017 18:26:33 +0000
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To: David Meyer <dmm@1-4-5.net>
Cc: Oscar Mauricio Caicedo Rendon <omcaicedo@unicauca.edu.co>, Sheng Jiang <jiangsheng@huawei.com>, "idnet@ietf.org" <idnet@ietf.org>
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Subject: Re: [Idnet] Intelligence-Defined Network Architecture and Call for Interests
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Thanks, Dave. I'll check them out. Something I currently think is very cool is the Distill journal, at https://distill.pub, edited by Shan Carter and Chris Olah. I would love to see more ML tutorials and lessons written in that style. They'reaccepting submissions for tutorials, I think, so if any ML expert here would like to explain any technique in an explorable manner, please reach out to them. On Tue, 28 Mar 2017, 21:17 David Meyer, <dmm@1-4-5.net> wrote: > Hey Brian, > > We are working on anomaly detection technologies to detect things like > DDOS attacks; we're about to publish some results and will let you know > when that is ready. In the mean time, you might want to look at attacks > against ML itself, see [0], [1], and [2]. The bottom line here is that > even simple linear models are susceptible to adversarial attacks, so things > like the autoencoders we used to do binary classification (e.g., anomaly > detection) are susceptible; see slides 16+ of [3]. > > Dave > > [0] https://arxiv.org/pdf/1312.6199.pdf > [1] https://arxiv.org/pdf/1412.6572.pdf > [2] https://arxiv.org/pdf/1602.02697.pdf > [3] http://www.1-4-5.net/~dmm/ml/talks/2016/cor_ml4networking.pdf > > On Tue, Mar 28, 2017 at 11:06 AM, Brian Njenga <iambrianmuhia@gmail.com> > wrote: > > I'm glad that the discussions on how to make AI/ML useful in the design > of the internet's architecture are continuing, albeit under a different > name. I'd like to participate remotely as well. > > I have a question that someone more thoughtful than I could answer: Are > there research questions on how to anticipate network-threatening DDOS > attacks, such as those coming from the Mirai botnet family, using ML? Even > going as far as designing and standardising an efficient, secure network > protocol for IoT devices. This is a complicated issue, which involves > emerging markets, so I'm interested in useful ideas from any angle. > > Thanks, and I'm glad to meet you all. > > Best regards, > Brian Muhia. > > On Tue, 28 Mar 2017, 20:02 Oscar Mauricio Caicedo Rendon, < > omcaicedo@unicauca.edu.co> wrote: > > Hi, all, > > If there is a meeting, I would like to participate remotely. > > Best regards, > > Oscar > > On Tue, Mar 28, 2017 at 11:29 AM, Sheng Jiang <jiangsheng@huawei.com> > wrote: > > Hi, all, > > Although there are many understanding for Intelligence-Defined Network, we > are actually using this IDN as a term reference to the SDN-beyond > architecture that we presented in IETF97, see the below link. A reference > model is presented in page 3, while potential standardization works is > presented in page 9. > > > https://www.ietf.org/proceedings/97/slides/slides-97-nmlrg-intelligence-defined-network-01.pdf > > Although it might be a little bit too early for AI/ML in network giving > the recent story of the concluded proposed NMLRG, we still would like to > call for interests in IDN. Anybody (on site in Chicago this week) are > interested in this or even wider topics regarding to AI/ML in network, > please contact me on jiangsheng@huawei.com . Then we may have an informal > meeting to discuss some common interests and potential future activities > (not any activities in IETF, but also other STO or experimental trails, > etc.) on Thursday morning. > > FYI, we have already working on a Work Item, called IDN in the ETSI NGP > (Next Generation Protocol) ISG, links below. > > https://portal.etsi.org/tb.aspx?tbid=844&SubTB=844 > https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=51011 > > Meanwhile, please do use this mail list as a forum to discuss any topics > that may applying AI/ML into network area. > > Best regards, > > Sheng > _______________________________________________ > IDNET mailing list > IDNET@ietf.org > https://www.ietf.org/mailman/listinfo/idnet > > > > > -- > *Oscar Mauricio Caicedo Rendón* > *PhD Computer Science - Federal University of Rio Grande do Sul* > *Full Profesor - University of Cauca* > > ------------------------------ > *Universidad del Cauca: Comprometidos con la calidad.* > _______________________________________________ > IDNET mailing list > IDNET@ietf.org > https://www.ietf.org/mailman/listinfo/idnet > > -- > Some say he really tries to learn efficiently. > > _______________________________________________ > IDNET mailing list > IDNET@ietf.org > https://www.ietf.org/mailman/listinfo/idnet > > > -- Some say he really tries to learn efficiently.
- Re: [Idnet] Intelligence-Defined Network Architec… Sheng Jiang
- [Idnet] Intelligence-Defined Network Architecture… Sheng Jiang
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… Shamik Mishra
- Re: [Idnet] Intelligence-Defined Network Architec… Oscar Mauricio Caicedo Rendon
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… Brian Njenga
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… Pedro Martinez-Julia
- Re: [Idnet] Intelligence-Defined Network Architec… Brian Njenga
- Re: [Idnet] Intelligence-Defined Network Architec… Jérôme François
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… Pedro Martinez-Julia
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… Brian Njenga
- Re: [Idnet] Intelligence-Defined Network Architec… Jérôme François
- Re: [Idnet] Intelligence-Defined Network Architec… 김민석
- [Idnet] 答复: Intelligence-Defined Network Architec… dingxiaojian (A)
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… Alex Galis
- Re: [Idnet] Intelligence-Defined Network Architec… Chris Hammerschmidt
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… Pedro Martinez-Julia
- Re: [Idnet] Intelligence-Defined Network Architec… 김민석
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… 김민석
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… Sheng Jiang
- Re: [Idnet] Intelligence-Defined Network Architec… YuLing Chen (yulingch)
- Re: [Idnet] Intelligence-Defined Network Architec… Michele Zorzi
- Re: [Idnet] Intelligence-Defined Network Architec… Manav Bhatia
- Re: [Idnet] Intelligence-Defined Network Architec… Sheng Jiang
- Re: [Idnet] Intelligence-Defined Network Architec… Wei Jiang
- Re: [Idnet] Intelligence-Defined Network Architec… Brian E Carpenter
- Re: [Idnet] Intelligence-Defined Network Architec… Aydin Ulas
- Re: [Idnet] Intelligence-Defined Network Architec… dingxiaojian (A)
- Re: [Idnet] Intelligence-Defined Network Architec… Pedro Martinez-Julia
- Re: [Idnet] Intelligence-Defined Network Architec… Laurent Ciavaglia
- Re: [Idnet] Intelligence-Defined Network Architec… Laurent Ciavaglia
- Re: [Idnet] Intelligence-Defined Network Architec… Jérôme François
- Re: [Idnet] Intelligence-Defined Network Architec… Lori Jakab
- Re: [Idnet] Intelligence-Defined Network Architec… Brian E Carpenter
- Re: [Idnet] Intelligence-Defined Network Architec… Brian E Carpenter
- Re: [Idnet] Intelligence-Defined Network Architec… Oscar Mauricio Caicedo Rendon
- Re: [Idnet] Intelligence-Defined Network Architec… Pedro Martinez-Julia
- Re: [Idnet] Intelligence-Defined Network Architec… David Meyer
- Re: [Idnet] Intelligence-Defined Network Architec… Juraj Giertl
- Re: [Idnet] Intelligence-Defined Network Architec… Pedro Martinez-Julia