Update conferences.md

Author: Mary Scott

_pages/conferences.md

@@ -16,13 +16,13 @@ Presentations and Invited Talks
 * Invited Poster Presenter at [Applied Statistics and Risk Unit Partnership Day 2022](https://warwick.ac.uk/fac/sci/statistics/asru/registration-page-2022n/): Poster session on 'Differentially Private Measures of Statistical Heterogeneity for Vectors'
 * [The Alan Turing Institute Centres for Doctoral Training Conference](https://www.eventsforce.net/turingevents/frontend/reg/thome.csp?pageID=78543&eventID=226&traceRedir=2): Poster session on 'Differentially Private Measures of Statistical Heterogeneity for Vectors' [[Poster]](/talks/Mary Scott academic poster.pdf)
 * Centre for Urban Science and Progress London PhD Mini-Conference 2022: Presentation on 'Differentially Private Measures of Statistical Heterogeneity for Vectors'
-* Invited Speaker at [Surrey Centre for Cyber Security, University of Surrey](https://www.surrey.ac.uk/surrey-centre-cyber-security): Presentation on 'Differentially Private Measures of Statistical Heterogeneity for Vectors' [[Slides]](/talks/Mary Scott talk slides.pptx)
+* Invited Speaker at [Surrey Centre for Cyber Security, University of Surrey](https://www.surrey.ac.uk/surrey-centre-cyber-security): Presentation on 'Differentially Private Measures of Statistical Heterogeneity for Vectors'
 * Academic Centres of Excellence in Cyber Security Research Conference (ACE-CSR'22): Presentation on 'Differentially Private Measures of Statistical Heterogeneity for Vectors' and poster session on 'Aggregation and Transformation of Vector-Valued Messages in the Shuffle Model of Differential Privacy'
 * The Alan Turing Institute Synthetic Data Workshop 2022: Presentation on 'Differentially Private Measures of Statistical Heterogeneity for Vectors'
-* [Highlights of Algorithms (HALG'22)](https://www.lse.ac.uk/HALG-2022): Presentation and poster session on 'Aggregation and Transformation of Vector-Valued Messages in the Shuffle Model of Differential Privacy' [Slides](/talks/Scott_Fri.pptx)
+* [Highlights of Algorithms (HALG'22)](https://www.lse.ac.uk/HALG-2022): Presentation and poster session on 'Aggregation and Transformation of Vector-Valued Messages in the Shuffle Model of Differential Privacy' [[Slides]](/talks/Scott_Fri.pptx)
 * Foundations of Computer Science Theory Day 2022: Presentation on 'Differentially Private Measures of Statistical Heterogeneity for Vectors'
 * [British International Conference on Databases (BICOD'22)](https://www.bicod.uk/): Presentation on the accepted paper 'Applying the Shuffle Model of Differential Privacy to Vector Aggregation' [[Slides]](/talks/Mary Scott Shuffle Model BICOD21.pptx)
-* [Warwick Postgraduate Colloquium in Computer Science (WPCCS'21)](https://warwick.ac.uk/fac/sci/dcs/research/wpccs/wpccs21/): Presentation on 'Aggregation and Transformation of Vector-Valued Messages in the Shuffle Model of Differential Privacy' [[Slides]](/talks/Aggregation and Transformation of Vector-Valued Messages in the Shuffle Model of Differential Privacy.pptx)
+* [Warwick Postgraduate Colloquium in Computer Science (WPCCS'21)](https://warwick.ac.uk/fac/sci/dcs/research/wpccs/wpccs21/): Presentation on 'Aggregation and Transformation of Vector-Valued Messages in the Shuffle Model of Differential Privacy' [[Slides]](/talks/Mary Scott Aggregation and Transformation of Vector-Valued Messages in the Shuffle Model of Differential Privacy.pptx)
 * Centre for Urban Science and Progress London PhD Mini-Conference 2021: Presentation on 'Aggregation and Transformation of Vector-Valued Messages in the Shuffle Model of Differential Privacy' [[Slides]](/talks/Mary Scott CUSP 2021.pptx)
 * Foundations of Computer Science Theory Workshop 2021: Presentation on 'Extending the Shuffle Model of Differential Privacy to Vectors' [[Slides]](/talks/Extending the Shuffle Model of Differential Privacy to Vectors.pptx)
 * [Warwick Postgraduate Colloquium in Computer Science (WPCCS'20)](https://warwick.ac.uk/fac/sci/dcs/research/wpccs/wpccs20/): Presentation on 'Extending the Shuffle Model of Differential Privacy to Vectors' won the prize for Best Long Presentation [[Slides]](/talks/Mary Scott Pre-Recorded Presentation WPCCS.pptx)