Google Researchers Create AI That Builds Its Own Encryption
BY TOM BRANT OCTOBER 28, 2016 04:45PM EST
http://www.pcmag.com/news/349154/google-researchers-create-ai-that-builds-its-own-encryption
Alice and Bob have figured out a way to have a conversation without Eve being able to overhear, no matter how hard she tries.
They’re artificial intelligence algorithms created by Google engineers, and their ability to create an encryption protocol that Eve (also an AI algorithm) can’t hack is being hailed as an important advance in machine learning and cryptography.
Martin Abadi and David G. Andersen, explained in a paper published this week that their experiment is intended to find out if neural networks—the building blocks of AI—can learn to communicate secretly.
As the Abadi and Anderson wrote, “instead of training each of Alice and Bob separately to implement some known cryptosystem, we train Alice and Bob jointly to communicate successfully and to defeat Eve without a pre-specified notion of what cryptosystem they may discover for this purpose.”
same in German
Googles AI entwickelt eigenständig Verschlüsselung
Google-Forscher Martin Abadi und David G. Andersen des Deep-Learning-Projekts “Google Brain” eine neue Verschlüsselungsmethode entwickelt beziehungsweise entwickeln lassen. Die Forscher haben verschiedene neurale Netze damit beauftragt, eine abhörsichere Kommunikation aufzustellen.
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more on AI in this IMS blog:
https://blog.stcloudstate.edu/ims?s=artificial+intelligence
Hayden calls Russian email hack ‘honorable state espionage’
By Matt Leonard Oct 18, 2016
https://fcw.com/articles/2016/10/18/hayden-email-espionage.aspx?
The Department of Homeland Security and the Office of the Director of National Intelligence issued a joint statement earlier this month that condemned Russia for the attacks.
“Do not drop this in the cyber problem box, drop this in the Russia problem box,” Hayden suggested, saying the focus should be on the actor, not the means. “And by the way, that Russian problem box needs a bigger box, there’s a lot of stuff going on.”
Though there are aspects of cybersecurity that only government can handle, most of it will be driven by the private industry, Hayden said. Government can help the private sector by getting out of the way — removing liability, enabling legal protections, sharing information and redoing the classification system.
And since the government too depends on the private sector for security innovation, Hayden said he sides with Apple regarding whether the company should have to create a back door for the FBI to bypass iPhone encryption.
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more on surveillance, government in this IMS blog:
https://blog.stcloudstate.edu/ims?s=surveillance
this article was written in 2004
Weiler, A. (2005). Information-Seeking Behavior in Generation Y Students: Motivation, Critical Thinking, and Learning Theory. Journal Of Academic Librarianship, 31(1), 46-53.
http://www.sciencedirect.com/science/article/pii/S0099133304001521
http://login.libproxy.stcloudstate.edu/login?qurl=http%3a%2f%2fsearch.ebscohost.com%2flogin.aspx%3fdirect%3dtrue%26db%3daph%26AN%3d16348908%26site%3dehost-live%26scope%3dsite
The research indicates that only a very small percentage of the general population prefer to learn by reading.
members of “Generation Y,” the generation born between 1980 and 1994.
The first model for study of information-seeking behavior in the general population was developed by James Krikelas in 1983. This model suggested that the steps of information seeking were as follows: (1) perceiving a need, (2) the search itself, (3) finding the information, and (4) using the information, which results in either satisfaction or dissatisfaction.
A second model developed by Carol C. Kuhlthau of Rutgers University stresses a process approach with an emphasis placed on cognitive skills; as they increase, so does information-seeking effectiveness. This model is one of the few that was developed based on actual research and not simply on practical experience.
Eisenberg and Berkowitz proposed a model based on the “Big Six Skills”—task definition, information seeking, implementation, use, synthesis, and evaluation. Their model is flexible and nonlinear in the same way that hypertext is, allowing for different areas and avenues to be explored out of sequence. In addition, seekers can go back to refine and reidentify the information need, implementing new strategies.
Critical thinking is a process that is widely acknowledged in the literature to be crucial to the learning process, to cognitive development, and to effective information seeking.
A more effective lesson on Internet information then, rather than specifically dwelling on “good” and “bad” Web sites, would be to present actual examples and to raise questions rather than giving answers, opening the student up to the next level intellectual development, “multiplicity.” Multiplicity is the ability to acknowledge that the world contains knowledge that the student cannot yet classify as right or wrong, knowledge which requires further study and thought (the so-called “gray area”).
Behavior Theory, first developed by B. F. Skinner in the 1950s, uses the concepts of “positive” and “negative” reinforcement to control behavior. This theory explains learning behavior very simply: Reward students who perform well, and punish students who do not.
The “Control Theory” of behavior was developed by William Glasser. The theory states that, rather than being a response to outside stimulus, behavior is determined by what a person wants or needs at any given time, and any given behavior is an attempt to address basic human needs such as love, freedom, power, etc.
The Myers–Briggs Personality Analysis test, developed by Isabel Myers and Katherine Briggs, was developed using Jung’s theory of personality types in an effort to determine what type any given individual is. The personality type then determines the learning style of a given individual.
Multiple Intelligences
Gardner’s theory relates more directly to intelligence rather than to personality. Gardner states that intelligence is comprised of a group of different abilities, which originate in the stages of development each person passes through as they grow to adulthood. He identifies seven such intelligences—verbal–linguistic, logical–mathematical, visual–spatial, body–kinesthetic, musical–rhythmic, interpersonal, and intrapersonal—but he suggests that there are probably more.
Information seeking is a highly subjective process, one which students approach with prior knowledge, strongly held opinions, and differing levels of cognitive development. From the research it is apparent that, aside from personal preconceptions, issues of time and levels of difficulty in obtaining information are usually of more concern to students than issues of accuracy. It is still unclear, however, whether this is because they are not concerned about the accuracy unless their instructor is, or because they are assuming most information is by nature accurate.
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More on Generation Z and Generation Y in this IMS blog:
https://blog.stcloudstate.edu/ims?s=generation
Privacy groups slam DHS social media proposal
By Sean Carberry Aug 23, 2016
https://fcw.com/articles/2016/08/23/dhs-social-carberry.aspx
The Department of Homeland Security’s proposed policy to collect information on the social media profiles of foreign travelers violates the rights of travelers and their American associates, according to privacy groups.
n a strongly worded rebuke of the proposed Customs and Border Protection policy, the Electronic Frontier Foundation argued that the rule change would do little to enhance national security and would open the door to greater spying on Americans.
Visa Waiver Program (VWP) travelers by adding requests for social media identifiers to the Electronic System for Travel Authorization and I-94W forms.
As FCW reported in June, the rule change came on the heels of a number of policies CBP initiated after criticism from Congress that potential terrorists could be exploiting the VWP, which allows citizens of 38 countries to enter the U.S. without a visa for up to 90 days.
Other human rights groups and civil liberties organizations submitted a joint letter to CBP stating that “DHS collection of online identity information is an intelligence surveillance program clothed as a customs administration mechanism.”
In more supportive comments delivered to CBP, the Center for Data Innovation said that just as universities, employers and lenders check social media profiles of potential clients, DHS should collect social media information from foreign travelers.
REPORT
Unmanned Aircraft Systems (UAS), AKA drones
August 15, 2016
Sources:
- This report is based on a DVD “Drones on Campus. UAS Issues for the Higher Education Community” of February 2, 2016. The DVD contains a PDF file and flattened media file with a voice-narrated PPT based on the information from the PDF.
- The report takes into consideration the opulence of materials gathered during the last 4-5 years in the IMS blog: https://blog.stcloudstate.edu/ims?s=drones
Narrative / synopsis:
The DVD is a commercial product for sale for the Higher Ed. It is the recoding of a commercial seminar for Higher Ed, led by a lawyer (Lisa Ellman, lisa.ellman@hoganlovells.com, Twitter handle @leelellman) from the legal practice Hogan Lovells and by employee from FAA.
The information below represents the main points from the PDF / PPT presentation, as well as additional information with clarifications, which I added while working with the PDF and PPT files.
Discussion topics:
- How and when UAS can be approved for flying at SCSU
- The effect on SCSU of the domestic UAS legal framework
- Protection against rogue drones on campus
- Policymaking around UAS
FAA Modernization and Reform Act (P.L. 112-095) Reports and Plans Integration of Civil Unmanned Aircraft Systems (UAS) in the National Airspace System (NAS) Roadmap https://www.faa.gov/about/plans_reports/modernization/media/Sec.332(a).pdf
Unmanned Aircraft Systems Comprehensive Plan (Section 332 (a)(5))
https://www.faa.gov/about/plans_reports/modernization/media/Sec.332(a)(5)2.pdf
Unmanned Aircraft Systems Privacy Requirements (Section 332 (a)(5))
https://www.faa.gov/about/plans_reports/modernization/media/Sec.332(a)(5).pdf
section 333 exemptions
http://www.faa.gov/uas/getting_started/fly_for_work_business/beyond_the_basics/section_333/333_authorizations/
Small UAS Notice of Proposed Rulemaking (NPRM)
http://www.faa.gov/regulations_policies/rulemaking/media/021515_suas_summary.pdf
The term “unmanned aircraft system” means an unmanned aircraft and associated elements (including communication links and components that control the unmanned aircraft) that are required for the pilot in command to operate safely and efficiently in the national airspace system.
Federal Gov’t UAS Policymaking. FAA Reauthorization Act of 2012, FAA Rulemaking process, Federal Interagency Process, Agency-Specific Processes
UAS categorization:
- Model aircraft
- Public – UAS owned and operated by government agencies and organizations, such as public university
a public COA (certificate of waiver of authorization) is issued by the FAA to a public agency/organization for public aircraft operations
most aspects of public aircraft operations are not subject to FAA oversight
If we are a public university… can we operate UAS under a public COA?
in order to operate under a public COA< the UAS must be operated by the university for a “core governmental function, which is defined as:
“… and activity undertaken by a government, such as national defense, intelligence missions, firefighting, search and rescue, law enforcement (including transport of prisoners, detainees, and illegal aliens), aeronautical research, or biological or geological resource management.
In an FAA Office, it was clarified that “aeronautical research” must be focused on the development and testing of the UAS itself, rather than the thing being observed and monitored using the UAS.
- Civil
- Any private sector (non-governmental) operation of a drone for purposes other than recreation or hobby is considered a “civil” operation
- This category covers all commercial use of UAS, including use by private universities and colleges
Summary Grant Exemption / Blanket COA conditions and COA conditions and limitations:
- Below 200 feet
- Within visual line-of-sight of the pilot and visual observer
- At least 500 feet from nonparticipating persons, vessels, vehicles, or structures, unless certain conditions met
- Over private or controlled access property with consent
- Visual observer required
- Pilot must have an FAA issues pilot certificate and a medical certificate or DL
- Mussed give a way to all manned aircraft
SCSU must apply for section 333 exemption – FAA has granted 3.129 out of 4500 applications. FAA current goal: 50+ exemption grants per week
QA regarding exemption / blanket COA requirements
Small UAS Rule: June 2016 (IMS blog)
- Must be < 55 lbs
- Max altitude speed 500 feet / 100 mph
- Minimum visibility 3 miles
- UAS always yield right-of-way to other aircraft
- UAS cannot be operated recklessly
- Registration and marking required
- Hobbyist operators: December 21, 2015
- All UAS >.55 pounds and less than 55 pounds must be registered either using the new online system or the FAAs existing paper-based registration system before the UAS can be operated outdoors
- UAS within that right range purchased prior to December 21, 2015 must be registered by February 19, 2016
- Hobbies required to submit basic contact info, such as name, address email. Costs $5 to register hobbyist owner’s entire fleet of UAS. The FAA will issue a single CAR (certificate of aircraft registration) with one registration number that can be used for and should be put on each UAS. Every 3 years, renewal.
Boggs v Meredith. How high do airspace rights extend over private property
- Up to 83 feet in the air
- Other legal liability issues:
Mitigating UAS Legal Liabilities
- When hiring a UAS server provider
- Seek to shift and limit liability through contract
- Vendors operating UAS on university property should sing a written agreement
- Ensure the UAS service provider has adequate insurance
- When selecting a UAS model:
Who is in charge
- University should have a UAS operations manual with policies and procedures
- Permission to fly on campus (who, how and when)
- UAS operation, maintenance and inspection procedures
- Emergency procedures, accident / incident notification, reporting
- FAA recordkeeping requirements
- UAS flight activity (when, where, duration)
- Incidents/accidents involving personal injury or property damage
- Lost-link events (AKA fly-aways)
- UAS maintenance and inspection
- UAS flight crew training / qualifications
- Participant / property owner consent
- Faculty/staff/student qualifications and training
- Privacy policies, data management, retention
- Consent and notification requirements for operating near people and structures
Outline of immediate tasks:
Based on the information above:
- SCSU, LRS in particular, must decide what drone’s certificate to apply for: a. model; b. public; c.civil; or d. hobbies
- After selection of certificate type, SCSU, LRS in particular, must register the drone[s].
- SCSU, LRS in particular, must develop policies for service, operation and maintenance.
- SCSU, LRS in particular, must assign person[s] in charge of the training, maintenance and operation.
Suggestions and recommendations:
- Hosting a drone in the library.
If to adhere to the ALA call for the librarians to be the forefront of technology on campus, LRS can use the drone purchased in April 2014 to train and lend the drone for research on campus.
If LRS continues the policy of the previous dean, further suggestions below can be waved off.
- Training, maintenance and operation
Shall LRS keep the drone, the best person to conduct the training and service of the drone will be an IMS faculty. As per email correspondence attached below, please have again the rational:
– hosting the drone with Circulation (staff) does not provide the adequate academic/research services. It is expected that the foremost users will be faculty, students and then staff and the foremost use will be academic and then leisure activities. While IMS faculty can meet the “leisure activities” for all three constituency, as it has been provided by the Circulation staff until this point, the IMS faculty can also provide the research and academic service, which Circulation staff is not educated neither trained for. With that said, the point made is not against staff not participating in the effort to train and service campus with the drone; it just makes the point that charging staff with that task is limited and against the best interest of the faculty and students on campus.
– blocking the effort of IMS faculty to lead technology-oriented services on campus, LRS in particular.
Upon hiring of a “technology” librarian, previous dean Mark Vargas blocked any technology-related activities by IMS faculty: e.g. 3d printer AKA makerspace, gaming and gamification, drones, etc.
If I am to understand well, the “technology” librarian’s charge must be toward automated library systems and similar, rather than educational use of multimedia and interactivity. Blocking IMS faculty to do what they do best by freezing any of their efforts and reserving “technology” for [unknown] future leadership of the “technology” librarian is a waste of IMS faculty expertise and knowledge.
Gaming and Gamification (https://blog.stcloudstate.edu/ims/2015/03/19/recommendations-for-games-and-gaming-at-lrs/) charge by previous dean Mark Vargas to the first-year “technology” librarian revealed as obvious that giving the preference to junior faculty to “lead” an effort can become a dangerous tool in the hands of the administration to manipulate and slow down efforts of educational trends of time-sensitive character. While, as from the beginning, the collaboration of the “technology” librarian has been welcomed and appreciated, it does not make sense from any cultural or institutional perspective, to put in charge a new faculty, who does not have the knowledge and networking of the campus, less the experience and knowledge with multimedia and interactive tools as the rest of the seasoned IMS faculty. Decision and consequent refusal of the “technology” librarian to work with the IMS faculty did not contribute to improvement of the situation.
A very important point, which goes against the “consensus” efforts of the previous dean, is the fact that now the library faculty is using the newly-hired “technology” librarian to hinder further the integration of the IMS faculty as part of LRS by using her as a focal point for any technology initiative in LRS, thus further excluding the IMS faculty from LRS activities. It will help: 1. delineate the expertise parameters of the “technology” librarian and 2. have the librarian faculty think about their work with the IMS faculty, which has been a thorny issue for more than 10 years now (pretty much since the hire of the bulk of the reference librarians).
If there are questions, or the need of more information, please do not hesitate to request.
Plamen Miltenoff, Ph.D., MLIS
Professor
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From: Miltenoff, Plamen
Sent: Wednesday, June 22, 2016 9:44 AM
To: Banaian, King <kbanaian@stcloudstate.edu>
Subject: request to release the library drone
Dr. Banaian,
My name is Plamen Miltenoff and I am faculty with the InforMedia Services of the SCSU Library. I have worked in the last 15+ years with faculty, students and staff on educational technology and instructional design. I hold two doctoral degrees in education and four master’s degrees in history and Library and Information Science.
I have extensive background in new educational technologies, which is amply reflected in the following blog: https://blog.stcloudstate.edu/ims/. Shall more proof of my abilities is needed, here is detailed information about publications, presentations and projects, which I have accomplished: http://web.stcloudstate.edu/pmiltenoff/faculty/
In the spring of 2014, Mark Vargas purchased a drone. As per my job description and long experience working with faculty across campus with other technologies, I immediately alerted SCSU faculty who have strong interest in applying drone’s technology in their studies, research and teaching, assuming that the newly-appointed library director (Mark Vargas) will support my years-long efforts.
Due to complications with FAA regulations the drones across the country were grounded.
Mark Vargas “stationed” it with the library Access Services, a unit, which is comprised of staff only. When I approached the library staff from Access Services, they chose to not collaborate with me, but rather deflect me to Mark Vargas.
As per my email to Mark Vargas of July 21, 2015 (attachment 1), I requested an explanation and shared my feeling that SCSU faculty are being left in disadvantage after I witness the drone being used. I also asked my immediate supervisor Mark Vargas about the policies and release conditions. Unfortunately, my repeated requests remained unanswered.
As of yesterday, FAA has finally released the last version of the regulations:
https://blog.stcloudstate.edu/ims/2016/06/22/faa-final-rules-drones/
Here is extensive information on how drones can be used in education, which I collected through the years: https://blog.stcloudstate.edu/ims?s=drones
I am turning to you as the appointed administrator-in-charge of the library (attachment 2), with the request that you share the amounted paperwork regarding the drone. Mark Vargas did not share that information, despite numerous requests, e.g., if the drone is registered, etc.
I am seeking your administrative approval to pursue the completion of the paperwork and secure immediate usability of the drone, so it is available also to all interested SCSU faculty with or without my participation (as per regulations). The request is timely, since such technologies are aging quickly. Besides the depreciation of the technology, SCSU students and faculty deserves being kept with the times and explore a technology, which is rapidly becoming a mainstream, rather than novelty.
Please consider that I am the only library member with terminal degrees in education as well as extensive experience with technologies in general and educational technologies in particular. I am also the only library member with extensive network among faculty across campus. I am perceived by colleagues across campus more often as a peer, collaborator and research partner, then merely a service provider, as most of the library staff and faculty consider themselves. I am the only library member, who sits on theses and doctoral committees and the invitations to these committees are greatly based on my experience in educational technologies and my research and publishing skills. Leaving the drone in the Access Services, as appointed by the previous administrator, will result in a dormancy of technology as it has happened with numerous other technologies on this campus. It is a waste of equipment, which this university cannot afford in the respective financial times. Letting me take the lead of the drone project will secure active promotion and better application of this technology and possibly other venues (e.g. grants) to pursue further endeavors.
Thank you and looking forward to your approval.
Plamen Miltenoff, Ph.D., MLIS
Professor
320-308-3072
pmiltenoff@stcloudstate.edu
http://web.stcloudstate.edu/pmiltenoff/faculty/
Attachment 1
From: Miltenoff, Plamen
Sent: Tuesday, July 21, 2015 5:09 PM
To: Vargas, Mark A. <mavargas@stcloudstate.edu>
Cc: Quinlan, Jennifer M. <jmquinlan@stcloudstate.edu>; Prescott, Melissa K. <mkprescott@stcloudstate.edu>; Hergert, Thomas R. <trhergert@stcloudstate.edu>
Subject: LRS drones
Mark,
Last week LRS staff was handling the LRS drones.
Did I miss email correspondence informing about the change in regulations? If so, I would like to have a copy of it.
If not, I would like to know your rational for your selective choice releasing this technology.
Per the IMS blog:
https://blog.stcloudstate.edu/ims/?s=drones&submit=Search
and direct oral and written communication with you, I have expressed strong academic interest in research of this technology for educational purposes. I have the educational background and experience for the aforementioned request.
I am asking you for access to this technology since early summer of 2014.
I would like to be informed what your plan for this technology is and when it will be open to the LRS faculty. I also would like to know when preference to LRS staff is given when technology is concerned, so I can plan accordingly.
Thank you and looking forward to hearing from you soon.
Plamen
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Plamen Miltenoff, Ph.D., MLIS
Attachment 2
From: lrs_l-bounces@lists.stcloudstate.edu [mailto:lrs_l-bounces@lists.stcloudstate.edu] On Behalf Of Vaidya, Ashish K.
Sent: Monday, June 13, 2016 2:08 PM
To: lrs_l@stcloudstate.edu <lrs_l@lists.stcloudstate.edu>
Subject: [LRS_l] Interim Leadership for LRS
Dear LRS Faculty and Staff,
As you are aware, Mark Vargas has submitted his resignation as Dean of Learning Resources Services. Mark’s last day on campus was Friday, June 10, 2016.
I want to assure you that any decision about interim leadership will be made after careful consideration of the needs of the Library and the University. I will continue conversations with various individuals, including the President, to ensure we have strategic alignment in both support and oversight for LRS. LRS is committed to providing excellent services to our students, faculty, and staff, creating opportunities for knowledge, and serving the public good. I look forward to working together with you to accomplish these goals.
I expect to identify an interim dean shortly and to begin a national search this fall with an appointment to begin July 1, 2017. I have asked Greta to schedule a time for me to visit with faculty and staff in Learning Resource Service next week. In the meantime, Dean King Banaian will serve as the administrator-in-charge of LRS until June 30, 2016.
Sincerely yours,
Ashish
Education in the ‘Fourth Wave’ of Science-Driven Economic Advancement
By David Nagel 07/06/16
https://thejournal.com/articles/2016/07/06/education-in-the-fourth-wave-of-science-driven-economic-advancement.aspx
fourth wave, one driven by nanotechnology, biotechnology and artificial intelligence.
In at least one presentation, he referred to the American education system as “the worst educational system known to science.”
Although there will be a “perfect” and direct transfer of information to everyone with or without educators, students will still need to come to class to benefit from the wisdom and experience of their teachers.
“So in the future, there’s going to be a balance, a balance between ‘e-instruction’ and mentoring. And teachers, more and more, will be in the business of mentoring [and] personal experience because you cannot get that on the Internet.”
Those aspects of “mentoring” and “career guidance” are especially important to Kaku, who said that teachers must push students to where the jobs will be in the future.