SlideShare a Scribd company logo
RandRunner: Distributed Randomness from
Trapdoor VDFs with Strong Uniqueness
Philipp Schindler*
, Aljosha Judmayer, Markus Hittmeir,
Nicholas Stifter, Edgar Weippl
NDSS 2021
SBA Research, Universität Wien, TU Wien
2
Verifiable Delay Functions (VDFs)
Verify
Setup
Eval
3
Verifiable Delay Functions (VDFs)
Verify
Setup pp
Eval
4
Verifiable Delay Functions (VDFs)
Verify
Setup
X
Y
pp
Eval
5
Verifiable Delay Functions (VDFs)
Verify
Setup
X
Y
pp
Eval
T
6
Verifiable Delay Functions (VDFs)
Verify
Setup
X
Y
pp
Eval
T
π
7
Verifiable Delay Functions (VDFs)
Verify
Setup
X
Y
pp
π
Eval
a
c
c
e
p
t
T
8
≠
Verifiable Delay Functions (VDFs)
Verify
Setup
X
Y
pp
π
Eval
Y'
≠
r
e
j
e
c
t
T
π'
9
Trapdoor VDFs
Setup
X
Y
pp
T
π
Eval
Trapdoor VDFs
10
Trapdoor VDFs
Setup
X
Y
pp
T
π
Eval
Trapdoor VDFs
sk
11
Trapdoor VDFs
Setup
X
Y
pp
T
π
Eval
Trapdoor VDFs
TrapdoorEval
X
Y
π
sk
12
Trapdoor VDFs with Strong
Uniqueness
TrapdoorEval
pp
T
X
Y
π
sk
Verify
Y'
≠
pp
r
e
j
e
c
t
π'
≠
13
A Randomness Beacon
A (distributed) service which produces a sequence of "random"
integers in regularly spaced time intervals. (see, e.g., Rabin, 1983)
14
A Randomness Beacon
A (distributed) service which produces a sequence of "random"
integers in regularly spaced time intervals. (see, e.g., Rabin, 1983)
243f6a8885a308d313198a2e03707344
15
A Randomness Beacon
A (distributed) service which produces a sequence of "random"
integers in regularly spaced time intervals. (see, e.g., Rabin, 1983)
243f6a8885a308d313198a2e03707344
e3b0c44298fc1c149afbf4c8996fb924
16
A Randomness Beacon
A (distributed) service which produces a sequence of "random"
integers in regularly spaced time intervals. (see, e.g., Rabin, 1983)
243f6a8885a308d313198a2e03707344
e3b0c44298fc1c149afbf4c8996fb924
5533c9578fb6aace040b0dfe0d446413
17
A Randomness Beacon
A (distributed) service which produces a sequence of "random"
integers in regularly spaced time intervals. (see, e.g., Rabin, 1983)
243f6a8885a308d313198a2e03707344
e3b0c44298fc1c149afbf4c8996fb924
5533c9578fb6aace040b0dfe0d446413
a3a4299f6ea4911d9b5fafeb765a0db6
18
A Randomness Beacon
A (distributed) service which produces a sequence of "random"
integers in regularly spaced time intervals. (see, e.g., Rabin, 1983)
243f6a8885a308d313198a2e03707344
e3b0c44298fc1c149afbf4c8996fb924
5533c9578fb6aace040b0dfe0d446413
a3a4299f6ea4911d9b5fafeb765a0db6
…
What do we mean by "random"?
Are these values really "random"?
19
Desired Properties
?
Bias-Resistance
Scalability
Unpredictability Liveness
Public-Verifiability
Energy Efficiency
Guaranteed Output Delivery
20
VDF based Randomness Beacons
A "chained" approach
VDF R
pp
1
R0 VDF R2 ...
VDF
21
Desired Properties
?
Bias-Resistance
Unpredictability
Public-Verifiability
Guaranteed Output Delivery
Scalability
Liveness
Energy Efficiency
22
RandRunner (Setup)
pp1
Setup
pp2
Setup
pp3
Setup
23
RandRunner (Structural View)
pp1
pp2
T-VDF R1
R0 T-VDF R2 ...
T-VDF
pp3
round 1 round 2 round 3
24
A Round in RandRunner
Leader
use trapdoor to quickly evaluate
the VDF
broadcast result to everyone
Other Nodes
obtain the leader's VDF output by
in parallel:
• evaluating the leader's VDF
(without trapdoor)
• waiting from an incoming
message
send / forward result
25
RandRunner (Execution Example)
26
RandRunner (Execution Example)
27
RandRunner (Execution Example)
28
RandRunner (Execution Example)
29
RandRunner (Execution Example)
30
RandRunner (Execution Example)
31
RandRunner (Execution Example)
32
RandRunner (Execution Example)
33
Unpredictability (RandRunner-RS)
34
Unpredictability (RandRunner-RS)
35

More Related Content

More from SBA Research

SBA Live Academy, Rechtliche Risiken mit externen Mitarbeitern
SBA Live Academy, Rechtliche Risiken mit externen MitarbeiternSBA Live Academy, Rechtliche Risiken mit externen Mitarbeitern
SBA Live Academy, Rechtliche Risiken mit externen Mitarbeitern
SBA Research
 
SBA Live Academy, What the heck is secure computing
SBA Live Academy, What the heck is secure computingSBA Live Academy, What the heck is secure computing
SBA Live Academy, What the heck is secure computing
SBA Research
 
Tools & techniques, building a dev secops culture at mozilla sba live a...
Tools & techniques, building a dev secops culture at mozilla   sba live a...Tools & techniques, building a dev secops culture at mozilla   sba live a...
Tools & techniques, building a dev secops culture at mozilla sba live a...
SBA Research
 
HydRand: Efficient Continuous Distributed Randomness. IEEE S&P 2020 by Philip...
HydRand: Efficient Continuous Distributed Randomness. IEEE S&P 2020 by Philip...HydRand: Efficient Continuous Distributed Randomness. IEEE S&P 2020 by Philip...
HydRand: Efficient Continuous Distributed Randomness. IEEE S&P 2020 by Philip...
SBA Research
 
SBA Live Academy - Secure Containers for Developer by Mathias Tausig
SBA Live Academy - Secure Containers for Developer by Mathias TausigSBA Live Academy - Secure Containers for Developer by Mathias Tausig
SBA Live Academy - Secure Containers for Developer by Mathias Tausig
SBA Research
 
SBA Live Academy - After the overflow: self-defense techniques (Linux Kernel)...
SBA Live Academy - After the overflow: self-defense techniques (Linux Kernel)...SBA Live Academy - After the overflow: self-defense techniques (Linux Kernel)...
SBA Live Academy - After the overflow: self-defense techniques (Linux Kernel)...
SBA Research
 
SBA Live Academy - Passwords: Policy and Storage with NIST SP800-63b by Jim M...
SBA Live Academy - Passwords: Policy and Storage with NIST SP800-63b by Jim M...SBA Live Academy - Passwords: Policy and Storage with NIST SP800-63b by Jim M...
SBA Live Academy - Passwords: Policy and Storage with NIST SP800-63b by Jim M...
SBA Research
 
SBA Live Academy - Threat Modeling 101 – eine kurze aber praxisnahe Einführun...
SBA Live Academy - Threat Modeling 101 – eine kurze aber praxisnahe Einführun...SBA Live Academy - Threat Modeling 101 – eine kurze aber praxisnahe Einführun...
SBA Live Academy - Threat Modeling 101 – eine kurze aber praxisnahe Einführun...
SBA Research
 
SBA Live Academy - Angriffe gegen das Stromnetz – Wenn der Strom nicht mehr a...
SBA Live Academy - Angriffe gegen das Stromnetz – Wenn der Strom nicht mehr a...SBA Live Academy - Angriffe gegen das Stromnetz – Wenn der Strom nicht mehr a...
SBA Live Academy - Angriffe gegen das Stromnetz – Wenn der Strom nicht mehr a...
SBA Research
 
SBA Live Academy - Physical Attacks against (I)IoT-Devices, Embedded Devices,...
SBA Live Academy - Physical Attacks against (I)IoT-Devices, Embedded Devices,...SBA Live Academy - Physical Attacks against (I)IoT-Devices, Embedded Devices,...
SBA Live Academy - Physical Attacks against (I)IoT-Devices, Embedded Devices,...
SBA Research
 
SBA Live Academy: Cyber Resilience - Failure is not an option by Simon Tjoa
SBA Live Academy: Cyber Resilience - Failure is not an option by Simon TjoaSBA Live Academy: Cyber Resilience - Failure is not an option by Simon Tjoa
SBA Live Academy: Cyber Resilience - Failure is not an option by Simon Tjoa
SBA Research
 
SBA Live Academy: Datenschutz Teil 1: Wozu Datenschutzgesetze? by Gerald Sendera
SBA Live Academy: Datenschutz Teil 1: Wozu Datenschutzgesetze? by Gerald SenderaSBA Live Academy: Datenschutz Teil 1: Wozu Datenschutzgesetze? by Gerald Sendera
SBA Live Academy: Datenschutz Teil 1: Wozu Datenschutzgesetze? by Gerald Sendera
SBA Research
 
SBA Live Academy: A Primer in Single Page Application Security by Thomas Konrad
SBA Live Academy: A Primer in Single Page Application Security by Thomas KonradSBA Live Academy: A Primer in Single Page Application Security by Thomas Konrad
SBA Live Academy: A Primer in Single Page Application Security by Thomas Konrad
SBA Research
 
SBA Live Academy: Software Security – Towards a Mature Lifecycle and DevSecOp...
SBA Live Academy: Software Security – Towards a Mature Lifecycle and DevSecOp...SBA Live Academy: Software Security – Towards a Mature Lifecycle and DevSecOp...
SBA Live Academy: Software Security – Towards a Mature Lifecycle and DevSecOp...
SBA Research
 
SBA Live Academy: Remote Access – Top Security Challenges – Teil 2 by Günther...
SBA Live Academy: Remote Access – Top Security Challenges – Teil 2 by Günther...SBA Live Academy: Remote Access – Top Security Challenges – Teil 2 by Günther...
SBA Live Academy: Remote Access – Top Security Challenges – Teil 2 by Günther...
SBA Research
 
SBA Live Academy - CRLite – Revocation for X.509 certificates in the browser ...
SBA Live Academy - CRLite – Revocation for X.509 certificates in the browser ...SBA Live Academy - CRLite – Revocation for X.509 certificates in the browser ...
SBA Live Academy - CRLite – Revocation for X.509 certificates in the browser ...
SBA Research
 
SBA Live Academy, Supply Chain & Cyber Security in einem Atemzug by Stefan Ja...
SBA Live Academy, Supply Chain & Cyber Security in einem Atemzug by Stefan Ja...SBA Live Academy, Supply Chain & Cyber Security in einem Atemzug by Stefan Ja...
SBA Live Academy, Supply Chain & Cyber Security in einem Atemzug by Stefan Ja...
SBA Research
 
SBA Live Academy - Angriffe auf Windows Domains und Delegation by Reinhard Ku...
SBA Live Academy - Angriffe auf Windows Domains und Delegation by Reinhard Ku...SBA Live Academy - Angriffe auf Windows Domains und Delegation by Reinhard Ku...
SBA Live Academy - Angriffe auf Windows Domains und Delegation by Reinhard Ku...
SBA Research
 
SBA Live Academy - Remote Access – Top Security Challenges, Part 1 - Günther ...
SBA Live Academy - Remote Access – Top Security Challenges, Part 1 - Günther ...SBA Live Academy - Remote Access – Top Security Challenges, Part 1 - Günther ...
SBA Live Academy - Remote Access – Top Security Challenges, Part 1 - Günther ...
SBA Research
 

More from SBA Research (19)

SBA Live Academy, Rechtliche Risiken mit externen Mitarbeitern
SBA Live Academy, Rechtliche Risiken mit externen MitarbeiternSBA Live Academy, Rechtliche Risiken mit externen Mitarbeitern
SBA Live Academy, Rechtliche Risiken mit externen Mitarbeitern
 
SBA Live Academy, What the heck is secure computing
SBA Live Academy, What the heck is secure computingSBA Live Academy, What the heck is secure computing
SBA Live Academy, What the heck is secure computing
 
Tools & techniques, building a dev secops culture at mozilla sba live a...
Tools & techniques, building a dev secops culture at mozilla   sba live a...Tools & techniques, building a dev secops culture at mozilla   sba live a...
Tools & techniques, building a dev secops culture at mozilla sba live a...
 
HydRand: Efficient Continuous Distributed Randomness. IEEE S&P 2020 by Philip...
HydRand: Efficient Continuous Distributed Randomness. IEEE S&P 2020 by Philip...HydRand: Efficient Continuous Distributed Randomness. IEEE S&P 2020 by Philip...
HydRand: Efficient Continuous Distributed Randomness. IEEE S&P 2020 by Philip...
 
SBA Live Academy - Secure Containers for Developer by Mathias Tausig
SBA Live Academy - Secure Containers for Developer by Mathias TausigSBA Live Academy - Secure Containers for Developer by Mathias Tausig
SBA Live Academy - Secure Containers for Developer by Mathias Tausig
 
SBA Live Academy - After the overflow: self-defense techniques (Linux Kernel)...
SBA Live Academy - After the overflow: self-defense techniques (Linux Kernel)...SBA Live Academy - After the overflow: self-defense techniques (Linux Kernel)...
SBA Live Academy - After the overflow: self-defense techniques (Linux Kernel)...
 
SBA Live Academy - Passwords: Policy and Storage with NIST SP800-63b by Jim M...
SBA Live Academy - Passwords: Policy and Storage with NIST SP800-63b by Jim M...SBA Live Academy - Passwords: Policy and Storage with NIST SP800-63b by Jim M...
SBA Live Academy - Passwords: Policy and Storage with NIST SP800-63b by Jim M...
 
SBA Live Academy - Threat Modeling 101 – eine kurze aber praxisnahe Einführun...
SBA Live Academy - Threat Modeling 101 – eine kurze aber praxisnahe Einführun...SBA Live Academy - Threat Modeling 101 – eine kurze aber praxisnahe Einführun...
SBA Live Academy - Threat Modeling 101 – eine kurze aber praxisnahe Einführun...
 
SBA Live Academy - Angriffe gegen das Stromnetz – Wenn der Strom nicht mehr a...
SBA Live Academy - Angriffe gegen das Stromnetz – Wenn der Strom nicht mehr a...SBA Live Academy - Angriffe gegen das Stromnetz – Wenn der Strom nicht mehr a...
SBA Live Academy - Angriffe gegen das Stromnetz – Wenn der Strom nicht mehr a...
 
SBA Live Academy - Physical Attacks against (I)IoT-Devices, Embedded Devices,...
SBA Live Academy - Physical Attacks against (I)IoT-Devices, Embedded Devices,...SBA Live Academy - Physical Attacks against (I)IoT-Devices, Embedded Devices,...
SBA Live Academy - Physical Attacks against (I)IoT-Devices, Embedded Devices,...
 
SBA Live Academy: Cyber Resilience - Failure is not an option by Simon Tjoa
SBA Live Academy: Cyber Resilience - Failure is not an option by Simon TjoaSBA Live Academy: Cyber Resilience - Failure is not an option by Simon Tjoa
SBA Live Academy: Cyber Resilience - Failure is not an option by Simon Tjoa
 
SBA Live Academy: Datenschutz Teil 1: Wozu Datenschutzgesetze? by Gerald Sendera
SBA Live Academy: Datenschutz Teil 1: Wozu Datenschutzgesetze? by Gerald SenderaSBA Live Academy: Datenschutz Teil 1: Wozu Datenschutzgesetze? by Gerald Sendera
SBA Live Academy: Datenschutz Teil 1: Wozu Datenschutzgesetze? by Gerald Sendera
 
SBA Live Academy: A Primer in Single Page Application Security by Thomas Konrad
SBA Live Academy: A Primer in Single Page Application Security by Thomas KonradSBA Live Academy: A Primer in Single Page Application Security by Thomas Konrad
SBA Live Academy: A Primer in Single Page Application Security by Thomas Konrad
 
SBA Live Academy: Software Security – Towards a Mature Lifecycle and DevSecOp...
SBA Live Academy: Software Security – Towards a Mature Lifecycle and DevSecOp...SBA Live Academy: Software Security – Towards a Mature Lifecycle and DevSecOp...
SBA Live Academy: Software Security – Towards a Mature Lifecycle and DevSecOp...
 
SBA Live Academy: Remote Access – Top Security Challenges – Teil 2 by Günther...
SBA Live Academy: Remote Access – Top Security Challenges – Teil 2 by Günther...SBA Live Academy: Remote Access – Top Security Challenges – Teil 2 by Günther...
SBA Live Academy: Remote Access – Top Security Challenges – Teil 2 by Günther...
 
SBA Live Academy - CRLite – Revocation for X.509 certificates in the browser ...
SBA Live Academy - CRLite – Revocation for X.509 certificates in the browser ...SBA Live Academy - CRLite – Revocation for X.509 certificates in the browser ...
SBA Live Academy - CRLite – Revocation for X.509 certificates in the browser ...
 
SBA Live Academy, Supply Chain & Cyber Security in einem Atemzug by Stefan Ja...
SBA Live Academy, Supply Chain & Cyber Security in einem Atemzug by Stefan Ja...SBA Live Academy, Supply Chain & Cyber Security in einem Atemzug by Stefan Ja...
SBA Live Academy, Supply Chain & Cyber Security in einem Atemzug by Stefan Ja...
 
SBA Live Academy - Angriffe auf Windows Domains und Delegation by Reinhard Ku...
SBA Live Academy - Angriffe auf Windows Domains und Delegation by Reinhard Ku...SBA Live Academy - Angriffe auf Windows Domains und Delegation by Reinhard Ku...
SBA Live Academy - Angriffe auf Windows Domains und Delegation by Reinhard Ku...
 
SBA Live Academy - Remote Access – Top Security Challenges, Part 1 - Günther ...
SBA Live Academy - Remote Access – Top Security Challenges, Part 1 - Günther ...SBA Live Academy - Remote Access – Top Security Challenges, Part 1 - Günther ...
SBA Live Academy - Remote Access – Top Security Challenges, Part 1 - Günther ...
 

Recently uploaded

The Rise of AI in Cybersecurity How Machine Learning Will Shape Threat Detect...
The Rise of AI in Cybersecurity How Machine Learning Will Shape Threat Detect...The Rise of AI in Cybersecurity How Machine Learning Will Shape Threat Detect...
The Rise of AI in Cybersecurity How Machine Learning Will Shape Threat Detect...
digitalxplive
 
Dublin_mulesoft_meetup_Mulesoft_Salesforce_Integration (1).pptx
Dublin_mulesoft_meetup_Mulesoft_Salesforce_Integration (1).pptxDublin_mulesoft_meetup_Mulesoft_Salesforce_Integration (1).pptx
Dublin_mulesoft_meetup_Mulesoft_Salesforce_Integration (1).pptx
Kunal Gupta
 
Using LLM Agents with Llama 3, LangGraph and Milvus
Using LLM Agents with Llama 3, LangGraph and MilvusUsing LLM Agents with Llama 3, LangGraph and Milvus
Using LLM Agents with Llama 3, LangGraph and Milvus
Zilliz
 
Scaling Connections in PostgreSQL Postgres Bangalore(PGBLR) Meetup-2 - Mydbops
Scaling Connections in PostgreSQL Postgres Bangalore(PGBLR) Meetup-2 - MydbopsScaling Connections in PostgreSQL Postgres Bangalore(PGBLR) Meetup-2 - Mydbops
Scaling Connections in PostgreSQL Postgres Bangalore(PGBLR) Meetup-2 - Mydbops
Mydbops
 
Use Cases & Benefits of RPA in Manufacturing in 2024.pptx
Use Cases & Benefits of RPA in Manufacturing in 2024.pptxUse Cases & Benefits of RPA in Manufacturing in 2024.pptx
Use Cases & Benefits of RPA in Manufacturing in 2024.pptx
SynapseIndia
 
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-InTrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
TrustArc
 
CHAPTER-8 COMPONENTS OF COMPUTER SYSTEM CLASS 9 CBSE
CHAPTER-8 COMPONENTS OF COMPUTER SYSTEM CLASS 9 CBSECHAPTER-8 COMPONENTS OF COMPUTER SYSTEM CLASS 9 CBSE
CHAPTER-8 COMPONENTS OF COMPUTER SYSTEM CLASS 9 CBSE
kumarjarun2010
 
High Profile Girls Call ServiCe Hyderabad 0000000000 Tanisha Best High Class ...
High Profile Girls Call ServiCe Hyderabad 0000000000 Tanisha Best High Class ...High Profile Girls Call ServiCe Hyderabad 0000000000 Tanisha Best High Class ...
High Profile Girls Call ServiCe Hyderabad 0000000000 Tanisha Best High Class ...
aslasdfmkhan4750
 
July Patch Tuesday
July Patch TuesdayJuly Patch Tuesday
July Patch Tuesday
Ivanti
 
Best Practices for Effectively Running dbt in Airflow.pdf
Best Practices for Effectively Running dbt in Airflow.pdfBest Practices for Effectively Running dbt in Airflow.pdf
Best Practices for Effectively Running dbt in Airflow.pdf
Tatiana Al-Chueyr
 
BT & Neo4j: Knowledge Graphs for Critical Enterprise Systems.pptx.pdf
BT & Neo4j: Knowledge Graphs for Critical Enterprise Systems.pptx.pdfBT & Neo4j: Knowledge Graphs for Critical Enterprise Systems.pptx.pdf
BT & Neo4j: Knowledge Graphs for Critical Enterprise Systems.pptx.pdf
Neo4j
 
Calgary MuleSoft Meetup APM and IDP .pptx
Calgary MuleSoft Meetup APM and IDP .pptxCalgary MuleSoft Meetup APM and IDP .pptx
Calgary MuleSoft Meetup APM and IDP .pptx
ishalveerrandhawa1
 
Amul milk launches in US: Key details of its new products ...
Amul milk launches in US: Key details of its new products ...Amul milk launches in US: Key details of its new products ...
Amul milk launches in US: Key details of its new products ...
chetankumar9855
 
Three New Criminal Laws in India 1 July 2024
Three New Criminal Laws in India 1 July 2024Three New Criminal Laws in India 1 July 2024
Three New Criminal Laws in India 1 July 2024
aakash malhotra
 
Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
sunilverma7884
 
How to Build a Profitable IoT Product.pptx
How to Build a Profitable IoT Product.pptxHow to Build a Profitable IoT Product.pptx
How to Build a Profitable IoT Product.pptx
Adam Dunkels
 
How Social Media Hackers Help You to See Your Wife's Message.pdf
How Social Media Hackers Help You to See Your Wife's Message.pdfHow Social Media Hackers Help You to See Your Wife's Message.pdf
How Social Media Hackers Help You to See Your Wife's Message.pdf
HackersList
 
Girls Call Churchgate 9910780858 Provide Best And Top Girl Service And No1 in...
Girls Call Churchgate 9910780858 Provide Best And Top Girl Service And No1 in...Girls Call Churchgate 9910780858 Provide Best And Top Girl Service And No1 in...
Girls Call Churchgate 9910780858 Provide Best And Top Girl Service And No1 in...
maigasapphire
 
Choose our Linux Web Hosting for a seamless and successful online presence
Choose our Linux Web Hosting for a seamless and successful online presenceChoose our Linux Web Hosting for a seamless and successful online presence
Choose our Linux Web Hosting for a seamless and successful online presence
rajancomputerfbd
 
find out more about the role of autonomous vehicles in facing global challenges
find out more about the role of autonomous vehicles in facing global challengesfind out more about the role of autonomous vehicles in facing global challenges
find out more about the role of autonomous vehicles in facing global challenges
huseindihon
 

Recently uploaded (20)

The Rise of AI in Cybersecurity How Machine Learning Will Shape Threat Detect...
The Rise of AI in Cybersecurity How Machine Learning Will Shape Threat Detect...The Rise of AI in Cybersecurity How Machine Learning Will Shape Threat Detect...
The Rise of AI in Cybersecurity How Machine Learning Will Shape Threat Detect...
 
Dublin_mulesoft_meetup_Mulesoft_Salesforce_Integration (1).pptx
Dublin_mulesoft_meetup_Mulesoft_Salesforce_Integration (1).pptxDublin_mulesoft_meetup_Mulesoft_Salesforce_Integration (1).pptx
Dublin_mulesoft_meetup_Mulesoft_Salesforce_Integration (1).pptx
 
Using LLM Agents with Llama 3, LangGraph and Milvus
Using LLM Agents with Llama 3, LangGraph and MilvusUsing LLM Agents with Llama 3, LangGraph and Milvus
Using LLM Agents with Llama 3, LangGraph and Milvus
 
Scaling Connections in PostgreSQL Postgres Bangalore(PGBLR) Meetup-2 - Mydbops
Scaling Connections in PostgreSQL Postgres Bangalore(PGBLR) Meetup-2 - MydbopsScaling Connections in PostgreSQL Postgres Bangalore(PGBLR) Meetup-2 - Mydbops
Scaling Connections in PostgreSQL Postgres Bangalore(PGBLR) Meetup-2 - Mydbops
 
Use Cases & Benefits of RPA in Manufacturing in 2024.pptx
Use Cases & Benefits of RPA in Manufacturing in 2024.pptxUse Cases & Benefits of RPA in Manufacturing in 2024.pptx
Use Cases & Benefits of RPA in Manufacturing in 2024.pptx
 
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-InTrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
 
CHAPTER-8 COMPONENTS OF COMPUTER SYSTEM CLASS 9 CBSE
CHAPTER-8 COMPONENTS OF COMPUTER SYSTEM CLASS 9 CBSECHAPTER-8 COMPONENTS OF COMPUTER SYSTEM CLASS 9 CBSE
CHAPTER-8 COMPONENTS OF COMPUTER SYSTEM CLASS 9 CBSE
 
High Profile Girls Call ServiCe Hyderabad 0000000000 Tanisha Best High Class ...
High Profile Girls Call ServiCe Hyderabad 0000000000 Tanisha Best High Class ...High Profile Girls Call ServiCe Hyderabad 0000000000 Tanisha Best High Class ...
High Profile Girls Call ServiCe Hyderabad 0000000000 Tanisha Best High Class ...
 
July Patch Tuesday
July Patch TuesdayJuly Patch Tuesday
July Patch Tuesday
 
Best Practices for Effectively Running dbt in Airflow.pdf
Best Practices for Effectively Running dbt in Airflow.pdfBest Practices for Effectively Running dbt in Airflow.pdf
Best Practices for Effectively Running dbt in Airflow.pdf
 
BT & Neo4j: Knowledge Graphs for Critical Enterprise Systems.pptx.pdf
BT & Neo4j: Knowledge Graphs for Critical Enterprise Systems.pptx.pdfBT & Neo4j: Knowledge Graphs for Critical Enterprise Systems.pptx.pdf
BT & Neo4j: Knowledge Graphs for Critical Enterprise Systems.pptx.pdf
 
Calgary MuleSoft Meetup APM and IDP .pptx
Calgary MuleSoft Meetup APM and IDP .pptxCalgary MuleSoft Meetup APM and IDP .pptx
Calgary MuleSoft Meetup APM and IDP .pptx
 
Amul milk launches in US: Key details of its new products ...
Amul milk launches in US: Key details of its new products ...Amul milk launches in US: Key details of its new products ...
Amul milk launches in US: Key details of its new products ...
 
Three New Criminal Laws in India 1 July 2024
Three New Criminal Laws in India 1 July 2024Three New Criminal Laws in India 1 July 2024
Three New Criminal Laws in India 1 July 2024
 
Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
Girls call Kolkata 👀 XXXXXXXXXXX 👀 Rs.9.5 K Cash Payment With Room Delivery
 
How to Build a Profitable IoT Product.pptx
How to Build a Profitable IoT Product.pptxHow to Build a Profitable IoT Product.pptx
How to Build a Profitable IoT Product.pptx
 
How Social Media Hackers Help You to See Your Wife's Message.pdf
How Social Media Hackers Help You to See Your Wife's Message.pdfHow Social Media Hackers Help You to See Your Wife's Message.pdf
How Social Media Hackers Help You to See Your Wife's Message.pdf
 
Girls Call Churchgate 9910780858 Provide Best And Top Girl Service And No1 in...
Girls Call Churchgate 9910780858 Provide Best And Top Girl Service And No1 in...Girls Call Churchgate 9910780858 Provide Best And Top Girl Service And No1 in...
Girls Call Churchgate 9910780858 Provide Best And Top Girl Service And No1 in...
 
Choose our Linux Web Hosting for a seamless and successful online presence
Choose our Linux Web Hosting for a seamless and successful online presenceChoose our Linux Web Hosting for a seamless and successful online presence
Choose our Linux Web Hosting for a seamless and successful online presence
 
find out more about the role of autonomous vehicles in facing global challenges
find out more about the role of autonomous vehicles in facing global challengesfind out more about the role of autonomous vehicles in facing global challenges
find out more about the role of autonomous vehicles in facing global challenges
 

NDSS 2021 RandRunner: Distributed Randomness from Trapdoor VDFs with Strong Uniqueness by Philipp Schindler