Moran Baruch

127 posts

Moran Baruch

Moran Baruch

@moran_baruch

PhD | AI & Security Research Team Lead

Katılım Ağustos 2019
221 Takip Edilen86 Takipçiler
Moran Baruch retweetledi
Computer Science & AI Bar Ilan
How do we make AI both smart - and safe? Dr. @moran_baruch , who completed her PhD in Computer Science at @Bar_ilan under Prof. @yoavgo, developed methods to strengthen the security and privacy of deep learning models and advanced research in AI with homomorphic encryption.
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Moran Baruch
Moran Baruch@moran_baruch·
בכנס DefenseML הקרוב אני הולכת להציג את המחקר שלנו ב @IBMResearch. אשמח להיפגש!
Uri Eliabayev@urieli17

איך אפשר לגרום למודל AI לפעול על מידע מוצפן ולא לחשוף בפניו את הדאטה הרגיש? דמיינו למשל מצלמת אבטחה שיודעת לזהות מבוקשים אבל הפנים של המבוקשים עצמם, או הפנים שהיא סרקה, לא נחשפים גם אם המערכת נפרצת. בדיוק על זה הולכת לדבר מורן ברוך, AI and Security Research Team Lead ב-IBM Research. מורן תראה איך המחקר שהם עושים ב-IBM מאפשר ביצוע חישובים מתמטיים (וספציפית מודלי AI) על מידע מוצפן, מבלי שהמודל יכיר את האינפוט או האאוטפוט. הטכניקה הזו יכולה לאפשר לגורמים ביטחוניים לבצע חישובים בענן מבלי לחשוש לחשיפת המידע. היכולת לשמור את המידע מוצפן ומסווג למודלים עצמם היא יכולת אסטרטגית ומאוד חשובה בתחום הדיפנס. אם המודל לא נחשף אף פעם לדאטה עצמו הסכנה שהוא ידלוף או שייחשף לגורם צד שלישי לא מאושר נמוכה באופן משמעותי. אני מאמין שגם הסוגיה הזו רלוונטית להרבה ארגונים לא רק בתחום הזה. יש הרבה תעשיות רבות שהאנונימיות והחיסיון של הנתונים מאוד חשובה להם. מוזמנים לבוא לשמוע את מורן בכנס DefenseML שלנו: machinelearning.co.il/lp-events/defe…

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Yanai Elazar
Yanai Elazar@yanaiela·
I’m excited to share that I'm joining Bar-Ilan University as an assistant professor!
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Aviya Maimon
Aviya Maimon@AviyaMaimon·
🚨 New paper alert! 🚨 We propose an IQ Test for LLMs — a new way to evaluate models that goes beyond benchmarks and uncovers their core skills. Think: 🧠🤖 psychometrics for LLMs. 👇 (1/6)
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Eylon Levy
Eylon Levy@EylonALevy·
How psychopathic is Hamas? It forced starving hostage Evyatar David to DIG HIS OWN GRAVE for the cameras.
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AK
AK@_akhaliq·
RefVNLI Towards Scalable Evaluation of Subject-driven Text-to-image Generation
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omer goldman
omer goldman@omerNLP·
the day isn't over until the findings session! come hear about tokenization and compression at 17.45 🥳🐼
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Moran Baruch
Moran Baruch@moran_baruch·
4/5 Our paper provides the first polynomial transformer that can run over HE, by converting non-polynomial components like softmax, ReLU and LayerNorm into polynomials, while remaining the original model’s performance and stability.
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Moran Baruch
Moran Baruch@moran_baruch·
1/5 Worried about your sensitive data while using LLMs? Come and join me tomorrow at @icmlconf at 11:30, presenting our work: "Converting Transformers to Polynomial Form for Secure Inference over Homomorphic Encryption" (#2115). #IBMResearch #HELayers >>
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Ella Kenan
Ella Kenan@EllaTravelsLove·
Is this what you are protesting for? Marching in the streets? Beating 19-year-old girls in their pajamas? Kidnapping them and holding them for 9 months? There was a ceasefire on October 6, 2023. Hamas decided to break it, carry out a massacre, slaughter, loot, rape and kidnap 253 people. They are still holding 120 people in inhumane conditions, including Naama Levy (in the photo - before captivity and during captivity). Our women and girls are in the hands of monsters. The only way to end this war and all misery is for Hamas-ISIs to let all the hostages go and surrender. Don’t look away. Please share. #LetThemGoNow #Letthemgo
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Ella Kenan
Ella Kenan@EllaTravelsLove·
Karina Ariev, Daniella Gilboa, Agam Berger, and Liri Albag were brutally kidnapped in their pajamas on October 7th and are still being held hostage by Hamas-ISIS in Gaza. Hamas must release them and all other hostages, and surrender to end this war. Don’t look away, don’t forget them. #LetThemGo #LetThemGoNow
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Ella Kenan
Ella Kenan@EllaTravelsLove·
Breaking News 🚨🚨🚨 READ IT ALL 🎗️ Joost Klein, the representative of the Netherlands in this year’s Eurovision contest, has been disqualified from the competition and will not appear in the finals. This marks the first time such an incident has occurred in the history of Eurovision. Joost was involved in a physical altercation with a Swedish photographer/delegation member. Additionally, 132 people are still being held hostage in Gaza by Hamas-ISIS, a radical Islamist terrorist organization. They have kidnapped babies, children, young women, men, and even the elderly, including men aged 80-86. This conflict was initiated without provocation after Israel disengaged from Gaza in 2005. The people of Gaza elected the radical Islamic organization Hamas, which has invested the billions they received in aid into terrorism and weaponry, with the stated goal of destroying Israel and committing genocide against Jews. We demand the safe return of our people. Please share and call for the immediate, unconditional release of all hostages to bring an end to this war. This is a life or death situation. #Bringthemback #BringThemAllHome
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Ella Kenan
Ella Kenan@EllaTravelsLove·
This is a must watch
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Ella Kenan
Ella Kenan@EllaTravelsLove·
Let me introduce you to Hostage Aid Worldwide, an NGO focusing on the human rights of hostages worldwide. Founded by released hostages and their families. Magical, right? Think again. This is an organization of bigots and racists led by @ZakkaNA. Hostage Aid excludes Israeli hostages from its count, acknowledging them only if they are Israeli hostages with dual citizenship. If they are solely Israeli, they are not considered human. Here are some examples, when some of the Israeli hostages returned in an hostage-prisoner deal, they mentioned only the ones with dual citizenships, disregarding the human rights of Israelis. Can we trust such people? No. There's more. In addition, their 2023 report only mentions Israeli hostages with dual citizenship. Israeli hostages with just an Israeli citizenship? Not mentioned. They're not human being according to @HostageAid The president, Nizar Zakka @ZakkaNA is the one signed on this annual report. Could Lebanese Nizar be a bigot? Please share this on all platforms. Anyone who believes in human rights for only some individuals doesn't believe in human rights at all.
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Ella Kenan
Ella Kenan@EllaTravelsLove·
Yesterday's exclusive @DailyMailUK. Our girls and women are held hostage by rapists and murderers. Please, don't forget about them and the rest of the hostages. #Bringthemback #MeTooUnlessUrAJew
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Visegrád 24
Visegrád 24@visegrad24·
19-year-old Shira Shohat was burned alive by Hamas on October 7th. Just in case people start forgetting why the Israeli Army is on the ground in Gaza.
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