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Privacy-enhancing technologies and the GDPR

This session from In:Confidence 2018 will provide a brief history of privacy-by-design and it's relevance to the recently-come-into-effect GDPR.

George follows his introduction to privacy-by-design with a deeper dive into privacy design strategies, and concrete privacy enhancing techniques (PET's), along with touching on privacy on the block chain.

---

George Danezis is Professor of Security and Privacy Engineering and head of the Information Security Group of the Computer Science department at University College London. He is also a faculty fellow at the Turing Institute.

His focuses include computer security, privacy, and in particular anonymous communications, traffic analysis, statistical inference, smart metering and peer-to-peer security. He has a special interest in the application of modern machine learning to security problems, as well as distributed ledgers.
Recorded Jun 7 2018 26 mins
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George Danezis, Professor of Security & Privacy Engineering, UCL
Presentation preview: Privacy-enhancing technologies and the GDPR

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  • Privacy Insights Report 2018: Four lessons for business Recorded: Dec 6 2018 43 mins
    Nikki Stones, Privitar; Louise Turner, Edelman; Alexandra Deschamps-Sonsino, Author and Jeni Tennison, The ODI
    - Privitar Privacy Pulse 2018 -

    Privacy matters to your customers. 9 out of 10 consumers believe that technological advancements pose a risk to their data privacy – but 64% of businesses believe that they could miss out on a competitive edge by not making the most of their data. How can you reconcile the two?

    This session will unveil the results of a wide-ranging data privacy survey, during which we asked 5,000 consumers and 1,500 B2B leaders across the UK, US and France for their thoughts on data privacy and data protection. The webinar will feature experts from industry, policy and academia discussing the issues raised by the results, and their implications for your business.

    Gain a deeper understanding of consumer and corporate attitudes to privacy and enjoy our expert’s view on the implications for business as we discuss:

    - The missed opportunity of data utilisation

    - Erosion of trust through misuse of data

    - Demand for business prioritisation of data protection

    - Communicating the value exchange

    This will also be the chance to ask a panel of industry-leading professionals your data privacy questions, so please do register now to join the conversation. The key learnings from the report will also be available as a ready-to-download attachment for you to access and share.

    Speakers include:

    - Nikki Stones, Head of Marketing, Privitar

    - Jeni Tennison, CEO, The Open Data Institute

    - Louise Turner, Managing Director, Edelman Intelligence UK & Ireland

    - Alexandra Deschamps-Sonsino, Author, Smarter Homes: How Technology will Change Your Home Life
  • The Power of Advanced Analytics in Healthcare Informatics Recorded: Nov 27 2018 44 mins
    Sam Shah, Director for Digital Development, NHS & Des Shanahan, Account Director, Healthcare, Privitar
    There is significant digital transformation going on across the healthcare sector, driven by exciting new technological developments including machine learning and advanced analytics.

    Healthcare providers are looking to use data science to dramatically improve clinical outcomes and create operational efficiencies across the healthcare system, however making data available for this purpose is challenging given the sensitive nature of the information.

    Join this session to understand:

    - The significant value of healthcare data and ways it can be put to effective use.

    - The challenges involved with handling sensitive patient data

    - The mechanisms can you put in place to protect sensitive patient data and unlock its value.

    Join this interactive session to understand how healthcare data can be used and the privacy controls that you need to put in place to ensure it's sufficiently protected.

    Featuring:

    - Sam Shah, Director for Digital Development, NHS England
    - Des Shanahan, Senior Account Director, Privitar
  • Advanced Data Privacy: Attacks & Defences Recorded: Oct 23 2018 24 mins
    Theresa Stadler, Data Scientist, Privitar
    Sensitive information about individuals can be recovered from different types of data releases, including aggregate statistics or machine learning models. This session will address the privacy risks in publishing analysis results and introduce data privacy techniques to defend against them.

    Theresa Stadler, Data Scientist at Privitar, will explain differencing and reconstruction attacks on simple summary statistics such as count tables, along with discussing the privacy risks of supervised machine learning.

    Some of the takeaways of the session include:

    - Reasons to be concerned about the privacy of training data

    - The attacks on machine learning models that can occur and what private information about individuals in the training data can be recovered

    - A simple example of a black-box privacy attack on a classifier, a common machine learning model


    - An introduction to the differential privacy framework that functions as a privacy-enhancing technology to defend against the attacks introduced
  • Unlocking the value of sensitive data across the enterprise Recorded: Oct 16 2018 50 mins
    Mark Semenenko, Privitar; Barry Green, Bank of Ireland & Olivier Penel, SAS
    Many organisations are stripping themselves of the power to put their own data to use, thanks to legacy systems, complicated internal processes and privacy concerns.

    This interactive panel session will cover how to unlock the value of your sensitive data, to ensure that it's being used effectively and efficiently across the enterprise.

    Panelists:

    - Barry Green, Former Bank of Ireland & HSBC CDO
    - Olivier Penel, EMEA Data Management Business Director
    - Mark Semenenko, Sales Engineering, Privitar
  • Solution de data privacy dans un contexte GDPR Recorded: Sep 26 2018 49 mins
    Carine Lecadre Perrier, Head of Compliance, Partech avec Sebastien Cognet & Leonardo L’ecaros, Privitar
    Comment renforcer la confidentialité des données dans un contexte de risque et de nouvelles obligations?

    Privitar est une plateforme logicielle centrale de gouvernance de la confidentialité des données permettant non seulement de répondre à certains enjeux de la GDPR mais également d’avoir une approche fonctionnelle de “Privacy by Design” sur des cas d’usage précis. La plateforme Publisher vous permet de livrer à la demande ou en streaming des jeux de données anonymisées par des techniques de masquage, de perturbation ou de généralisation tout en conservant l’intégrité de vos données sensibles. Il est également possible d’insérer des filigranes invisibles afin d’auditer l’origine d’une donnée en cas de fuite de fichier et ainsi de protéger votre e-réputation. Ce webinar soulignera en premier lieu les obligations du contexte GDPR pour ensuite se concentrer sur l’illustration concrète de deux clients. Il s’achèvera par une démonstration de la solution. Il est important de noter que nos solutions s’insèrent dans vos environnements Big Data et facilitent ainsi le développement de processus analytiques sans compromettre la valeur des données et en respectant la confidentialité due à vos clients et utilisateurs.

    Les speakers:

    Carine Lecadre Perrier | Head of Compliance @Partech
    Sébastien Cognet | Responsable Avant-Vente Europe du Sud @Privitar
    Leonardo L’ecaros | Responsable Commercial Europe du Sud @Privitar
  • Privacy 101: Basic Overview and Tips for Organizations Recorded: Sep 13 2018 62 mins
    Elena Elkina (Aleada Consulting) | Bret Fund (SecureSet) | Dr. Pierre-Andre Maugis (Privitar)
    This webinar is part of BrightTALK's Privacy Insights Series.

    Join privacy and cyber security experts for an interactive discussion on:
    - What is Privacy and why should you care
    - Why all of a sudden everyone cares about Privacy
    - User/Customer expectations and reality
    - Data breaches prevention and notification
    - Crafting your Privacy Policy
    - Best recommendations for organizations

    Speakers:
    - Elena Elkina, Partner at Aleada Consulting
    - Bret Fund, CEO of SecureSet
    - Dr. Pierre-Andre Maugis, Data Scientist, Privitar

    Audience members are encouraged to send questions to the speakers to be answered during the live session.
  • Advanced Data Privacy: Attacks & Defences Recorded: Jul 12 2018 24 mins
    Theresa Stadler, Data Scientist, Privitar
    Sensitive information about individuals can be recovered from different types of data releases, including aggregate statistics or machine learning models. This session will address the privacy risks in publishing analysis results and introduce data privacy techniques to defend against them.

    Theresa Stadler, Data Scientist at Privitar, will explain differencing and reconstruction attacks on simple summary statistics such as count tables, along with discussing the privacy risks of supervised machine learning.

    Some of the takeaways of the session include:

    - Reasons to be concerned about the privacy of training data

    - The attacks on machine learning models that can occur and what private information about individuals in the training data can be recovered

    - A simple example of a black-box privacy attack on a classifier, a common machine learning model


    - An introduction to the differential privacy framework that functions as a privacy-enhancing technology to defend against the attacks introduced
  • [Video panel] Security and Privacy: Defining the relationship Recorded: Jul 3 2018 35 mins
    Rob Anderson, Privitar (Chair); Jonathan Vowles, HSBC; Ellis Parry, BP; Sanjeev Shukla, Accenture
    This panel, from In:Confidence 2018, hosted by Privitar's Rob Anderson discusses the relationship between privacy and security, and how the two disciplines need to work together to achieve success.

    - Rob Anderson (Chair), Head of Field Operations, Privitar
    - Ellis Parry, Global Lead for Data Privacy, BP
    - Jonathan Vowles, Data Security, HSBC
    - Sanjeev Shukla, Managing Director, Accenture Security

    The words privacy and security are often used interchangeably - as both seek to protect information - but they are unique and complimentary disciplines, which each need respective levels of focus. The session looked to define the relationship between the two and how they need to align and work hand in hand.

    Security protects data against unauthorised access; privacy protects sensitive data in use within an organisation. Security is quite mature; privacy is an emerging discipline. Security is a technical field that has grown over several decades. Recognised security standards exist, and are maintained by an active community, with vetted security protocols in use everywhere. This is not yet the case for privacy. But if FB/ CA has taught us anything, it's that you definitely do need both.

    It was a fascinating discussion, from an industry-leading selection of speakers. Make sure to tune in and catch the session on-demand.
  • Will data privacy kill innovation? Recorded: Jun 21 2018 24 mins
    Olivier Penel, EMEA Data Management Business Director, SAS
    This session is taken from In:Confidence 2018, where Olivier Penel debated whether privacy will one day kill innovation.

    On one side, the dramatic breakthrough and widespread adoption of Artificial Intelligence (AI) technologies create many opportunities for companies to innovate and to create value with data.

    On the other side, increased privacy concerns and regulations bring new standards and rules in the way personal data should be used.

    His insightful session covered questions such as:

    - What will be the impact of the GDPR on data-driven innovative projects?

    - How can organisations use GDPR as a catalyst to accelerate their digital transformation journey and boost innovation?

    GDPR has now come into effect, but how will it affect innovation moving forwards? Tune in to find out.
  • [Video panel] The future of AI: Data and privacy considerations Recorded: Jun 14 2018 50 mins
    Azeem Azhar, Exponential View (Chair); Jeni Tennison, ODI; Sherif Elsayed-Ali, Amnesty Int.; Andrea Mestriner, JustEat
    This panel, from In:Confidence 2018, hosted by The Exponential View's Azeem Azar discusses considerations for privacy as the world of AI rapidly grows and develops.

    Panelists:

    - Azeem Azhar (chair), The Exponential View & Accenture
    - Andrea Mestriner, Head of Analytics and Data Visualisation, Just Eat
    - Jeni Tennison, CEO, The Open Data Institute
    - Sherif Elsayed-Ali, Director of Global Issues and Research, Amnesty International

    The panelists looked to explore several key themes including the rise of AI; what it means for the consumer; considerations for data privacy and upcoming risks and opportunities for growth.

    It's an engaging debate, from an industry-leading selection of speakers. Make sure to explore the content.
  • Privacy-enhancing technologies and the GDPR Recorded: Jun 7 2018 26 mins
    George Danezis, Professor of Security & Privacy Engineering, UCL
    This session from In:Confidence 2018 will provide a brief history of privacy-by-design and it's relevance to the recently-come-into-effect GDPR.

    George follows his introduction to privacy-by-design with a deeper dive into privacy design strategies, and concrete privacy enhancing techniques (PET's), along with touching on privacy on the block chain.

    ---

    George Danezis is Professor of Security and Privacy Engineering and head of the Information Security Group of the Computer Science department at University College London. He is also a faculty fellow at the Turing Institute.

    His focuses include computer security, privacy, and in particular anonymous communications, traffic analysis, statistical inference, smart metering and peer-to-peer security. He has a special interest in the application of modern machine learning to security problems, as well as distributed ledgers.
  • Can we own the data about us? Recorded: May 31 2018 12 mins
    Jeni Tennison, CEO, The Open Data Institute
    Post-Cambridge Analytica / Facebook the use and misuse of personal data is high in the public’s mind. But what does the story mean for data and our perception of how it should be controlled and owned?

    At In:Confidence 2018, the Open Data Institute’s Jeni Tennison made the argument that digital privacy rights require individual consumers to have ownership of data about them. Yet Personal data is often about multiple people, not just one, adding to the complexity of the debate around data ownership.

    Jeni questions whether a prospective future where we benefit from our decisions being informed by data while being protected from any harmful impacts is realistic. And how contributing to, developing and promoting a global rights framework for data might seem like a hard journey, but it is one we need to make if we are to use data to build a better future and better society for everyone.

    The data ownership and privacy debate is more relevant than ever. Tune in and explore as Jeni delves into the key talking points.
  • The practical reality of data privacy in large enterprises Recorded: May 8 2018 13 mins
    Jason McFall, CTO, Privitar
    Many traditional enterprises - banks, telcos, retailers, pharma companies, government organisations - are complex in their makeup, and this complexity extends to data and how data is used.

    This video, from In:Confidence 2018 features Privitar CTO Jason McFall discussing the early days of big data. How organisations collected and stored all and any information, because it wasn’t yet clear how useful it could be, or what the possible uses might be in the longer term. Practices like this created vast and murky data swamps, upping the risk of data breaches and making regulatory compliance harder to manage.

    So, rather than risk significant privacy breaches and the associated fines, many are choosing to play it safe by simply not using data at all. This is risky business too because companies will inevitably miss out on huge opportunities to innovate, create competitive advantage and stay relevant in a fast paced world.

    This session covers what enterprises should be doing with regards to privacy, including:

    - Data minimisation
    - Controlling datasets
    - Standardised privacy policies
    - Automating processes
    - Provisioning data for analytics
  • Chris Wylie: Inside the Facebook & Cambridge Analytica story Recorded: May 2 2018 51 mins
    Chris Wylie, Cambridge Analytica Whistleblower & Harry Davies, Writer & Journalist, The Guardian
    Few names are more central and more important to the Facebook / Cambridge Analytica privacy story than Chris Wylie.

    Over the last 5 years, Chris's path as a data scientist lead him from his native Canada, to the head of research at SCL Ltd - a contractor developing military ‘information operations’ for the US and UK - to the top of a (then) little-known company named Cambridge Analytica.

    It was at Cambridge Analytica that he met Steve Bannon and began helping to pioneer their 'propoganda machine' designed to use social media to propel Donald Trump to the presidency in the 2016 election. To train the machine, they first concentrated it on the Brexit vote.

    This year, Chris came forward as the key whistleblower in the case and we were delighted to host him speaking on stage at In:Confidence 2018.

    Chris was joined for the extended interview by leading data privacy journalist and former Guardian and Observer Researcher Harry Davies, renowned for breaking the original story back in 2015. The pair took a deep-dive into the news storm that brought data privacy roaring onto the front pages, and became a pivotal moment in the public’s digital consciousness.

    Exclusive to BrightTALK, this session features Chris Wylie the man at the centre of the Facebook / Cambridge Analytica data privacy scandal giving the inside view; how we got to where we are now and suggesting what the industry can do moving forwards to prevent another damaging privacy breach.
  • Chris Wylie: Inside the Facebook & Cambridge Analytica story Recorded: May 2 2018 51 mins
    Chris Wylie, Cambridge Analytica Whistleblower & Harry Davies, Writer & Journalist, The Guardian
    Few names are more central and more important to the Facebook / Cambridge Analytica privacy story than Chris Wylie.

    Over the last 5 years, Chris's path as a data scientist lead him from his native Canada, to the head of research at SCL Ltd - a contractor developing military ‘information operations’ for the US and UK - to the top of a (then) little-known company named Cambridge Analytica.

    It was at Cambridge Analytica that he met Steve Bannon and began helping to pioneer their 'propoganda machine' designed to use social media to propel Donald Trump to the presidency in the 2016 election. To train the machine, they first concentrated it on the Brexit vote.

    This year, Chris came forward as the key whistleblower in the case and we were delighted to host him speaking on stage at In:Confidence 2018.

    Chris was joined for the extended interview by leading data privacy journalist and former Guardian and Observer Researcher Harry Davies, renowned for breaking the original story back in 2015. The pair took a deep-dive into the news storm that brought data privacy roaring onto the front pages, and became a pivotal moment in the public’s digital consciousness.

    Exclusive to BrightTALK, this session features Chris Wylie the man at the centre of the Facebook / Cambridge Analytica data privacy scandal giving the inside view; how we got to where we are now and suggesting what the industry can do moving forwards to prevent another damaging privacy breach.
  • Security and Privacy: How to grow the relationship Recorded: Apr 25 2018 58 mins
    Rob Anderson, Privitar; Becky Pinkard, Digital Shadows & Jonathan Hayes, Dinube
    The words privacy and security are often used interchangeably - as both seek to protect information - but they are unique and complimentary disciplines, which each need respective levels of focus. This session will look to define the relationship between the two and how they need to align and work hand in hand.

    Security protects data against unauthorised access; privacy protects sensitive data in use within an organisation. Security is quite mature; privacy is an emerging discipline. Security is a technical field that has grown over several decades. Recognised security standards exist, and are maintained by an active community, with vetted security protocols in use everywhere. This is not yet the case for privacy. But if the Facebook / Cambridge Analytica story has taught us anything, it's that you definitely do need both.

    Maturity: What can Privacy learn from the maturity journey of enterprise Security?

    Emerging roles: Whose job is Privacy and Security respectively? What job titles are emerging and what do their job descriptions look like?

    Is there such a thing as a privacy culture?

    Ethics: Would it be advisable for data scientists to have a code of ethics? should they do ethics training?

    Transparency: consumers are concerned about the way businesses are using their data. But do they care about the distinction between privacy and security?
  • GDPR Is Coming - Is Your Organization Ready? Key Steps to Help You Prepare Recorded: Feb 21 2018 60 mins
    Amar Singh, Guy Cohen, Punit Bhatia, Mark Leiser, Dr. Rula Sayaf
    On May 25 the long-awaited General Data Protection Regulation (GDPR) will go into effect across Europe. GDPR is the biggest overhaul of data protection laws in more than two decades. How prepared is your organization for GDPR?

    Join this interactive panel of experts as they discuss:
    - What is GDPR?
    - Why should you be GDPR-compliant?
    - How to achieve compliance?
    - Steps your organization should take today to prepare for GDPR
    - Other GDPR considerations

    Panelists

    Amar Singh - CEO, Cyber Management Alliance Ltd
    Dr Rula Sayaf - PhD in privacy, security, and data science, GDPR Expert
    Punit Bhatia, DPO and author - be ready for GDPR.
    Guy Cohen, Strategy and Policy Lead, Privitar
    Mark Leiser - Lecturer in Law, University of Leicester
  • [VIDEO] What is privacy engineering? Interview with Privitar CEO Jason du Preez Recorded: Feb 19 2018 2 mins
    Jason du Preez, CEO, Privitar
    I am Jason du Preez, CEO and co-founder at Privitar. We are a London based software company leading the global adoption of privacy engineering software.

    I think it's important to understand how the public's perception of data privacy has changed very significantly over the past five years. The average citizen has become aware of this power imbalance that exists between organisations that have data and data subjects; and as a result, when we evaluate products and services, as we engage with companies and organisations, they way they manage, secure and protect our data, it's actually something that comes to the top of mind when making those decisions.

    To take advantage of this opportunity, organisations really need to know their data, to put transparency over how that data is processed, and because the sheer of volume and complexity of the information, we need to be able to leverage technology controls. And if we are extracting value from data, an important insight is that, we can now disambiguate the economic value in data and harmful identifiying factors in the information. This is where privacy engineering can play such as vital part in the process.

    Using privacy engineering, a set of technology controls, we can allow organisations to extract value, safely, and without identifying individuals in the data
  • [VIDEO] Differencing attacks: An introduction Recorded: Feb 15 2018 2 mins
    Charlie Cabot, Research Lead, Privitar
    What is a Differencing Attack? And how can you defend against it?

    Here you can find a short video interview with Charlie Cabot, Research Lead at Privitar, in which he talks about some of the risks of Differencing Attacks.
  • [VIDEO] Data as a Service (DaaS): Challenges and solutions Recorded: Feb 15 2018 4 mins
    David Roberts, Technical Sales, Privitar
    What are some of the key challenges that organisations face when adopting a Data as a Service (DaaS) approach?

    How can Privacy Engineering help?

    Here you can find a short video interview with David Roberts, Technical Sales at Privitar, in which he talks about some of the challenges of adopting a Data as a Service (DaaS) approach, and how best to overcome them.
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The world is waking up to privacy risk and privacy harms. There is a clear realisation that unless we incorporate privacy into every aspect of the data supply chain we run the risk of impeding innovation and exposing customers to harm.

Privitar’s mission is to promote and facilitate the ethical and safe use of valuable data assets. Using leading privacy engineering techniques, we help companies get maximum value from data while preserving customer’s privacy.

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  • Live at: Jun 7 2018 10:00 am
  • Presented by: George Danezis, Professor of Security & Privacy Engineering, UCL
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