Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Umbrella: Enabling ISPs to Offer Readily Deployable and
  Privacy-Preserving DDoS Prevention Services   Defending against distributed denial of service (DDoS) attacks in the
Internet is a fundamental problem. However, recent industrial interviews with
over 100 security experts from more than ten industry segments indicate that
DDoS problems have not been fully addressed. The reasons are twofold. On one
hand, many academic proposals that are provably secure witness little
real-world deployment. On the other hand, the operation model for existing
DDoS-prevention service providers (e.g., Cloudflare, Akamai) is privacy
invasive for large organizations (e.g., government). In this paper, we present
Umbrella, a new DDoS defense mechanism enabling Internet Service Providers
(ISPs) to offer readily deployable and privacy-preserving DDoS prevention
services to their customers. At its core, Umbrella develops a multi-layered
defense architecture to defend against a wide spectrum of DDoS attacks. In
particular, the flood throttling layer stops amplification-based DDoS attacks;
the congestion resolving layer, aiming to prevent sophisticated attacks that
cannot be easily filtered, enforces congestion accountability to ensure that
legitimate flows are guaranteed to receive their fair shares regardless of
attackers' strategies; and finally the userspecific layer allows DDoS victims
to enforce self-desired traffic control policies that best satisfy their
business requirements. Based on Linux implementation, we demonstrate that
Umbrella is capable to deal with large scale attacks involving millions of
attack flows, meanwhile imposing negligible packet processing overhead.
Further, our physical testbed experiments and large scale simulations prove
that Umbrella is effective to mitigate various DDoS attacks.

15
The categories of this paper are: nucl-ex
4
The categories of this paper are: cond-mat
31
The categories of this paper are: ao-sci
7
The categories of this paper are: hep-th
27
The categories of this paper are: comp-gas
11
The categories of this paper are: hep-lat
9
The categories of this paper are: nlin
8
The categories of this paper are: hep-ex
23
The categories of this paper are: solv-int
32
The categories of this paper are: atom-ph
37
The categories of this paper are: supr-con
24
The categories of this paper are: dg-ga
28
The categories of this paper are: alg-geom
20
The categories of this paper are: acc-phys
3
The categories of this paper are: physics
33
The categories of this paper are: plasm-ph