diff --git a/MEV_searchers/cross_domain_mev/README.md b/MEV_searchers/cross_domain_mev/README.md
index 497fe3b..1deb071 100644
--- a/MEV_searchers/cross_domain_mev/README.md
+++ b/MEV_searchers/cross_domain_mev/README.md
@@ -14,11 +14,22 @@
 ### resources
 
 
-* the cross-domain thesis series, by [maven11 research](https://maven11.mirror.xyz/): [setting the stage](https://maven11.mirror.xyz/e2pIdHzlaBi6m5GhsRGK0g5DyjgCVuU4lE614XmES5s), [storage proofs, computation, and bloat](https://maven11.mirror.xyz/3NqfzBemyvI9a0fhun7flOc20oq5XlXzOqphvKk5pxs), and [ordering](https://maven11.mirror.xyz/4EWfWgqJGNQufJOXe66aqmYTttu9r0o3sArMLZVbNyo)
+* the cross-domain thesis series, by [maven11 research](https://maven11.mirror.xyz/):
+  * [setting the stage](https://maven11.mirror.xyz/e2pIdHzlaBi6m5GhsRGK0g5DyjgCVuU4lE614XmES5s)
+  * [storage proofs, computation, and bloat](https://maven11.mirror.xyz/3NqfzBemyvI9a0fhun7flOc20oq5XlXzOqphvKk5pxs)
+  * [ordering](https://maven11.mirror.xyz/4EWfWgqJGNQufJOXe66aqmYTttu9r0o3sArMLZVbNyo)
 * [westerngate.xyz](https://westerngate.xyz/)
 * [unity is strength, by obadia et al](https://arxiv.org/pdf/2112.01472.pdf)
 * [studying cross-domain MEV, by alex obadia](https://www.youtube.com/watch?v=dv5-Lzntv5M)
 * [amm and loss-versus-rebalancing](https://arxiv.org/abs/2208.06046)
 * [discussion on multiblock mev](https://mirror.xyz/0x7c855e1bF411Ab5975235bC8C74E032615073044/j8bEbeLIv1Ih6naZod2KLyAPIrdvw45nOL7Qu22QqLk)
 * [why cross-chain auctions hard, by t. chitra and k. kulkarni](https://gauntlet.network/talks/2023/Denver/Crosschain)
-* [cross-domain mev with eigenlayer](https://forum.eigenlayer.xyz/t/cross-domain-mev-with-eigenlayer/348)
+* [cross-domain mev, by eigenlayer](https://forum.eigenlayer.xyz/t/cross-domain-mev-with-eigenlayer/348)
+
+
+<br>
+
+
+#### L2 rollups
+
+* [analyzing the extraction of MEV across L2 rollups, by torres et al.](https://arxiv.org/pdf/2405.00138)